{"as_of":"2026-08-15T20:12:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c4c5e946fc314cb01ac45162244a218c3880b45957db814d2360518e9a72d706","coverage":[{"denominator":70,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":70,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T04:47:40.511875Z","state":"measured"},{"denominator":70,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":70,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2506.09745/citation-record","integrity":"/paper/2506.09745/integrity","json":"/paper/2506.09745/citation-record.json","paper":"/paper/2506.09745"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.544648Z","title":"Deconstructed generation-based zero-shot model","venue":null,"work_id":"198a31e5-7a14-4646-9c15-50a94a954437","year":2023},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:35.582393Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:9093f0b7edb1b0b5513ff32e6a00bc393fe7fac7934be90e0c720ac5855683ce","observation_id":"cd91ff3e-807b-4dab-bd3c-fb4d644d57e0","resolution":{"observed_at":"2026-08-07T04:47:41.547475Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.535970Z","title":"Trusted multi-view classification with dynamic evidential fusion","venue":null,"work_id":"658dbae3-99b2-4aa5-af1f-8131e47b1b8b","year":2023},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:35.626287Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:b15a788d6b6fb565f0f99c2d1f0e060de953fd70a1db9bc3bcf4c34c2f24a6cb","observation_id":"1391a589-159a-4616-b74a-3cc14d7444e9","resolution":{"observed_at":"2026-08-07T04:47:41.539221Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.527422Z","title":"Uvat: Uncertainty incorporated view-aware transformer for robust multi-view classification","venue":null,"work_id":"7b20b70c-4279-4f70-b651-4758202d2d6c","year":2024},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:35.675232Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:395422db73db47a59035cd4e7657cefaa462170e86b9feab9ddb7f617df0e13b","observation_id":"b674f762-83ba-4b0b-902a-26ff7d96b644","resolution":{"observed_at":"2026-08-07T04:47:41.530187Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.519396Z","title":"Trusted multi-view learning with label noise, 2024","venue":null,"work_id":"928d3f2b-5298-45ab-92d7-43223923dd78","year":2024},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:35.721099Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:66969ffa629b36dade6e6c83920cba2d606dc07cb2948f44174177be2d59f4e6","observation_id":"a5d98c1b-e4fa-48c3-aef1-c0b82edc22a8","resolution":{"observed_at":"2026-08-07T04:47:41.522183Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.511504Z","title":"Incomplete multi-view multi-label learning via label-guided masked view-and category-aware transformers","venue":null,"work_id":"ce1e1868-2e9a-4148-992e-52c5c5fc46f1","year":2023},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:35.761632Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:09f53fae0a63d4936e394856ec8956108a9c668cfd3bf649eb0db6c5a55c9de0","observation_id":"25573f57-a77a-4524-a611-73c70a88fbe4","resolution":{"observed_at":"2026-08-07T04:47:41.514118Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.503396Z","title":"Uncertainty-aware pseudo-labeling and dual graph driven network for incomplete multi-view multi-label classification","venue":null,"work_id":"345fa068-89ac-4f79-8880-df62cb81d34f","year":2024},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:35.794219Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:5c89c8e8b77adca6984956be36289231fe8a8012be20c31093deaa0c0093a760","observation_id":"72a9ef7d-0c03-4909-bbc4-af50996edb10","resolution":{"observed_at":"2026-08-07T04:47:41.506346Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.494692Z","title":"Deep incomplete multi-view network semi-supervised multi-label learning with unbiased loss","venue":null,"work_id":"d4c835e7-6d61-4ee1-934c-a57808df53ec","year":2024},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:35.819059Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:72ea203173c0b8bd2446ab081327f26f6c541b0706da32131bb4c994076d70c1","observation_id":"ca2211b5-3d7d-4260-a391-e0372a9d6509","resolution":{"observed_at":"2026-08-07T04:47:41.497787Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.486521Z","title":"Improving generalized zero-shot learning by exploring the diverse semantics from external class names","venue":null,"work_id":"89039f02-e8a6-42a9-8b7c-b5b822c1a69c","year":2024},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:35.900921Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:445204351b7e41f87e5c21239b32a4066775b2a1188d4bb3d3313a3c1a6f851d","observation_id":"cd26fc8f-c071-4069-a894-b42da09f4796","resolution":{"observed_at":"2026-08-07T04:47:41.489252Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.478037Z","title":"Causal visual-semantic correlation for zero-shot learning","venue":null,"work_id":"1354f312-8d53-4695-9314-5a95b9db93d4","year":2024},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:35.961456Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:9553efc7861392f9f2561cdb6ab2fcfbb129cfe73a10ed4227beb1321527a70a","observation_id":"92110d76-a698-4531-86b6-c94fb32961cf","resolution":{"observed_at":"2026-08-07T04:47:41.480980Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.469310Z","title":"Avgzslnet: Audio-visual generalized zero-shot learning by reconstructing label features from multi-modal embeddings","venue":null,"work_id":"021d9eb9-0835-49ba-86b5-2cf95685fb0a","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.017111Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:a8d42a952fd8ce5a47eafbfb638721d9d1285cc9805ac0c379dfb36abab07941","observation_id":"14c76b79-9351-473e-b4ce-e4abe93f234e","resolution":{"observed_at":"2026-08-07T04:47:41.472621Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.460696Z","title":"Audio-visual generalised zero-shot learning with cross-modal attention and language","venue":null,"work_id":"0886fe22-b147-4719-9a79-863a7e2f48be","year":2022},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.115633Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:8d48be5fa5df9a5c900bc8ec77025848f66be2340229edceb48d59e6dd1a0024","observation_id":"10f0ba5a-91b0-46d0-8728-7999930f9fbf","resolution":{"observed_at":"2026-08-07T04:47:41.463865Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.451814Z","title":"Hyperbolic audio-visual zero-shot learning","venue":null,"work_id":"d53ccf94-c27e-4a3a-9361-0a28b3b3c202","year":2023},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.176789Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:42e7b383e4188ad2f8beaa1b8cd075cc645fffaa4df946f5c04c79792f18123f","observation_id":"3e220c5f-5c8e-4d61-9832-32ff3a9d0137","resolution":{"observed_at":"2026-08-07T04:47:41.454864Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.442573Z","title":"Sophia Koepke, and Zeynep Akata","venue":null,"work_id":"bb90dbd5-ea44-44b9-bfd1-d4ae9b59e780","year":2024},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.267781Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:a0fdf2c8ee20a264a3d969074e6534a8d146c051add2d11a144debd16d5d01bd","observation_id":"2ad28fdd-f75c-4fb1-9096-8e6cef026992","resolution":{"observed_at":"2026-08-07T04:47:41.445852Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.414009Z","title":"Deep multimodal learning: A survey on recent advances and trends","venue":null,"work_id":"d17a78ce-db43-4ddf-8560-b312ed2c22bd","year":2017},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.324123Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:4059b1c8e21091c1b967f65596b233b2fce85592f8207cdedac6f3944c1cf3f7","observation_id":"135f73b2-1269-4509-b82f-c5600d343efb","resolution":{"observed_at":"2026-08-07T04:47:41.432341Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.382169Z","title":"Multimodal machine learning: A survey and taxonomy","venue":null,"work_id":"e7cb5f04-0900-4187-9597-bdb5ccbee621","year":2019},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.420822Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:9747333d85a7bd8e5d1d773ad4fcdfeb7819fc8e82d20a53f56839fa6314daf6","observation_id":"54d12828-2c3a-4d32-b1c6-0b2506f3f9e7","resolution":{"observed_at":"2026-08-07T04:47:41.390038Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.372014Z","title":"Survey on deep multi-modal data analytics: Collaboration, rivalry, and fusion","venue":null,"work_id":"39f02e18-17c3-4cd2-af28-647bade1043d","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.470481Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:f6cca6b629ac0e1439d27686c948f87cd2bc0fdaf268b1aa850b88368d970449","observation_id":"27303c01-c27e-4068-96aa-bdf8c4cccf68","resolution":{"observed_at":"2026-08-07T04:47:41.375600Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.361363Z","title":"Multimodal classification: Current landscape, taxonomy and future directions","venue":null,"work_id":"1ce26aa5-2be8-48a9-9d8e-6f05f988f008","year":2022},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.580535Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:7c34c08b49e44beb9fb8d27d769db4e1f1aebe9dad756b0438b656fb0976a3b7","observation_id":"7eabad43-75fa-4307-b600-d1c7add0fe2f","resolution":{"observed_at":"2026-08-07T04:47:41.364973Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.350681Z","title":"Towards balanced active learning for multimodal classification","venue":null,"work_id":"4e84874a-25f3-451c-996b-ab5b1d5789a5","year":2023},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.629241Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:3f5f04b44e804122111aec0767ae92bac54e0bd1ee8db145aaed4d80c669675f","observation_id":"c3c6a966-e0d1-4d75-831d-79c2233e97de","resolution":{"observed_at":"2026-08-07T04:47:41.354914Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.340503Z","title":"Multimodal classification of urban micro-events","venue":null,"work_id":"9accd085-0ecc-4427-b89e-07c65c7504bd","year":2019},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.687971Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:a0fbfd3b835ab51634c98815650aa680570c29db91e84450a140e4e692036a39","observation_id":"d8251026-ae52-4521-838e-20003219d4c6","resolution":{"observed_at":"2026-08-07T04:47:41.344031Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.328688Z","title":"Intra- and inter-modal curriculum for multimodal learning","venue":null,"work_id":"006ecbf9-4807-4515-8d8f-2e9770e1d937","year":2023},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.770984Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:053b0c6c8df573d63d183a59ac91470bdb7b535cce4f8e5bfcedba15ab44bd11","observation_id":"4af89c45-d871-4325-873b-2d56ea91d551","resolution":{"observed_at":"2026-08-07T04:47:41.333152Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.318324Z","title":"Multimodal classification of violent online political extremism content with graph convolutional networks","venue":null,"work_id":"ec7650d4-25c9-4507-850d-418fc3568fe7","year":2017},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.839729Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:38b892a14b40751976f3f78f3cd14680fc917eb9743d364583a4806279581803","observation_id":"f27b6566-ab95-404f-bddb-1366d9cb3acb","resolution":{"observed_at":"2026-08-07T04:47:41.321906Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:36.908455Z","title":"Deep convolutional neural network textual features and multiple kernel learning for utterance-level multimodal sentiment analysis","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.908455Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:31b55ed2a5d2f696a19e58d6808b3526ad93914d03e3e02c03d3468898c130a1","observation_id":"9b090f5c-5e77-43f7-b3bd-e81f6d754232","resolution":{"observed_at":"2026-08-07T04:47:36.908455Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.302760Z","title":"Multimodal deep learning and visible-light and hyperspectral imaging for fruit maturity estimation","venue":null,"work_id":"fd5d84ce-6191-4dd1-a4df-db69f0779b7a","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:36.964521Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:292ccb9b077b9807babcab91fada60e068a4e658c6e6cdf240d12e4d7f2d2046","observation_id":"0f41c792-3346-4a08-8e97-2c43b55b73e6","resolution":{"observed_at":"2026-08-07T04:47:41.306547Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1702.01992","last_updated":"2017-02-07T13:05:19Z","snapshot_observed_at":"2026-08-15T17:40:07.652333Z","submitted_at":"2017-02-07T13:05:19Z","title":"Gated Multimodal Units for Information Fusion","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1702.01992","snapshot_observed_at":"2026-08-07T04:47:37.028608Z","title":"Gated multimodal units for information fusion","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.028608Z"},"links":{"cited_paper":"/paper/1702.01992","citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:c00dac2627e769337ad0fb8027188614faa2c06da39b5b8d2548e030728c1a80","observation_id":"b06e6184-0c13-4b70-822f-2be139bfb105","resolution":{"observed_at":"2026-08-07T04:47:37.028608Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1909.02950","last_updated":"2020-11-12T03:08:28Z","snapshot_observed_at":"2026-08-11T01:44:30.029524Z","submitted_at":"2019-09-06T14:59:18Z","title":"Supervised Multimodal Bitransformers for Classifying Images and Text","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1909.02950","snapshot_observed_at":"2026-08-07T04:47:37.092412Z","title":"Supervised multimodal bitransformers for classifying images and text","venue":null,"work_id":null,"year":1909},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.092412Z"},"links":{"cited_paper":"/paper/1909.02950","citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:0d9a3a20ab066ca7bee226c3df7bf0755a620c6bce8e0ab248531d2b93a5d951","observation_id":"50d67615-4a2c-486c-819d-73303de1f321","resolution":{"observed_at":"2026-08-07T04:47:37.092412Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.292647Z","title":"Multimodal transformer for unaligned multimodal language sequences","venue":null,"work_id":"f32ce369-6855-4009-a671-cc6167c58c92","year":2019},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.174202Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:f36353a7265f217e7d206bad00bd848b9c244f10713ae482d04617d86ed2bdb6","observation_id":"a98ea4c1-6290-4a1b-821d-b29050ef4fd4","resolution":{"observed_at":"2026-08-07T04:47:41.296184Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.282623Z","title":"More diverse means better: Multimodal deep learning meets remote-sensing imagery classification","venue":null,"work_id":"0b5d2462-6ae4-464f-8bc3-f2d821e4bb3d","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.247445Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:412ac36d701697bc5c114294b122ec73ca5eeef97f47b1548279377f46e1b70f","observation_id":"eaf26bad-0f7a-40f3-aa89-9e46c8ad9bfa","resolution":{"observed_at":"2026-08-07T04:47:41.286102Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.271720Z","title":"Multimodal transformer fusion for continuous emotion recognition","venue":null,"work_id":"8a7c1801-69ad-47eb-a566-efddb786f177","year":2020},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.303080Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:b1fb88641f8f57953a66c0e8d81630f9874098ce90978f8f4d9e05c80ed45504","observation_id":"5e6c86ba-c918-4474-8f1f-d37da80c7c56","resolution":{"observed_at":"2026-08-07T04:47:41.276207Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.261107Z","title":"Deep multimodal fusion by channel exchanging","venue":null,"work_id":"edd81809-89fd-4276-8c47-5b3ba528d544","year":2020},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.355334Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:3c27f3e93662674a99d38e1963dc049a010ec7a13372b380287b80720e8bdac3","observation_id":"50d4afd4-62c8-444a-ba98-30cfdaa583e0","resolution":{"observed_at":"2026-08-07T04:47:41.264704Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.251409Z","title":"Unit: Multimodal multitask learning with a unified transformer","venue":null,"work_id":"39712c0b-8322-499a-8124-f2b77d3aafc7","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.399470Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:d7ed656d492f14cc674eb2e5b1817944eac8dd7f237c91ffafef13b72a2b915d","observation_id":"f6a45173-ed7e-4550-8bb1-69e7cc70234c","resolution":{"observed_at":"2026-08-07T04:47:41.254887Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.239760Z","title":"What makes multi-modal learning better than single (provably)","venue":null,"work_id":"905c4f78-87b7-4f62-84ed-37639d898728","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.444540Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:b0a434feed42dfb0f97fc2e148b341938dac5cdb28c8d1ecf411db602bc5a6d4","observation_id":"a6115a79-2372-4a76-8cd9-5623e9e0c155","resolution":{"observed_at":"2026-08-07T04:47:41.243474Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.228174Z","title":"A variational information bottleneck approach to multi-omics data integration","venue":null,"work_id":"9f653e11-089f-4546-ba53-3fedcd8c75e3","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.531255Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:78522e77f4568913e53ff7159d88f186a41a2ceed9982d42a79e7c9f48a813fa","observation_id":"d5cdb34d-5d6b-4b60-a5d5-dd3d4c594f65","resolution":{"observed_at":"2026-08-07T04:47:41.232773Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.218093Z","title":"Multi-modal multi-instance learning using weakly correlated histopathological images and tabular clinical information","venue":null,"work_id":"8396d5f5-0063-4c89-b723-cce67173a090","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.567583Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:123c628ffdd3a5a825380a6735ea73a526dcb0f2d36551a0deddcbe8ca2a9204","observation_id":"eb5ea3f8-19c2-4e0c-be1a-5a75c8a87adc","resolution":{"observed_at":"2026-08-07T04:47:41.222188Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.208161Z","title":"Multimodal feature fusion for robust event detection in web videos","venue":null,"work_id":"33c112cb-0c80-4a05-85e1-8b3981a3b70f","year":2012},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.627308Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:befa0517e222941c160cd2b9d209c04b12f1bd068ff3740618a78d1762dfe109","observation_id":"2ac38051-6eb1-42f0-9f65-416758750b7a","resolution":{"observed_at":"2026-08-07T04:47:41.211592Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.197938Z","title":"Uncertainty- aware audiovisual activity recognition using deep bayesian variational inference","venue":null,"work_id":"efbe3894-de85-4af6-a9e4-caac5822f2bd","year":2019},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.683287Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:de86533a6332d0af3bbc42ee35e86846f983bc43f1335ed98c494080533b4dfd","observation_id":"0ef5ae16-6a82-4e9b-98bd-41e3fb58632e","resolution":{"observed_at":"2026-08-07T04:47:41.202047Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.187229Z","title":"Multimodal dynamics: Dynamical fusion for trustworthy multimodal classification","venue":null,"work_id":"83d64658-f50e-40fc-a531-f14578982b12","year":2022},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.719968Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:cbb4b94676946e6825a73f6955c0c29dafc74acd5f2db001cc8ee3f9b8a8bcce","observation_id":"bc30a9db-97f8-4eb3-b3df-9053effb5624","resolution":{"observed_at":"2026-08-07T04:47:41.191806Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.00755","last_updated":"2024-12-13T02:10:35Z","snapshot_observed_at":"2026-08-12T22:53:34.783434Z","submitted_at":"2024-09-01T15:48:20Z","title":"Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.00755","snapshot_observed_at":"2026-08-07T04:47:37.758059Z","title":"Trusted unified feature-neighborhood dynamics for multi-view classification","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.758059Z"},"links":{"cited_paper":"/paper/2409.00755","citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:a536c746168747571cfaddcfa9fb92995c2f7de1a3ed4a50c1ed8459dc466bf0","observation_id":"931461df-1ec2-4aa6-aea1-b782a98d794b","resolution":{"observed_at":"2026-08-07T04:47:37.758059Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:37.835012Z","title":"Dropout as a bayesian approximation: Representing model uncertainty in deep learning","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.835012Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:1ab81cd1fe14d01a01d3923637961f42e0f00e8c50cbac448ae5e0dc6d8f36cc","observation_id":"7136221b-70f5-4563-8de1-3b9b9d924157","resolution":{"observed_at":"2026-08-07T04:47:37.835012Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.170908Z","title":"Evidential deep learning to quantify classification uncertainty","venue":null,"work_id":"46a0df91-c7df-4d64-930c-149c7268c542","year":2018},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.903072Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:96bce34030581f8cef18fed8024d3ae9a2cbc6a75d3feac6046e53bcb553a244","observation_id":"ceba776e-e74e-4d9b-a0b3-6cdcc367ca31","resolution":{"observed_at":"2026-08-07T04:47:41.175192Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.160733Z","title":"Greedy policy search: A simple baseline for learnable test-time augmentation","venue":null,"work_id":"00e5a2fc-5cff-425b-a252-af29a50ee3b6","year":2020},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:37.974564Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:d9cd54113f078870ef23ce95ad2cce58ea24eae51cd35459f308aeb79ceb7668","observation_id":"1a5206f8-4653-4a6a-9d0d-df286c4ede25","resolution":{"observed_at":"2026-08-07T04:47:41.164135Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.148999Z","title":"Majority vote of diverse classifiers for late fusion","venue":null,"work_id":"99dbad27-4a16-49bc-a2ba-92652a85a6cd","year":2014},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.023900Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:d8ffe5b847d5e646844a1ba363e87249919833aa38c45bc27a8cdff3d13cc182","observation_id":"e54fe7bc-f950-434f-b17e-857037c59623","resolution":{"observed_at":"2026-08-07T04:47:41.153524Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.138402Z","title":"Black holes and white rabbits: Metaphor identification with visual features","venue":null,"work_id":"5ba969c4-a8e1-402d-9c93-61689ebd468f","year":2016},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.106830Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:d328ec65ee4d46c855c0c1ed2078aca5601489a38738a6987e60509241832cd1","observation_id":"60d1064b-710e-4d21-ba29-b4482c72f279","resolution":{"observed_at":"2026-08-07T04:47:41.142708Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.126375Z","title":"Potamianos, C","venue":null,"work_id":"8f5eed94-6c4c-4d93-b9a1-6b5c8248cb17","year":2003},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.174508Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:5662e0897786f70834a69b443425c42d03c8e53320892fb7eb603bfe8eb73df2","observation_id":"3d3a9c7b-6279-4ae8-a032-c642c06b50e9","resolution":{"observed_at":"2026-08-07T04:47:41.130900Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.115560Z","title":"Multiple classifier systems for the classification of audio-visual emotional states","venue":null,"work_id":"4ec21bd8-bf42-45d4-bd52-7707145985b1","year":2011},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.225996Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:fff41a5494c0a61903c84e596d715bee915831defc78ce17033d34dfd3825c19","observation_id":"ca74ddbe-16e3-4e48-8fa9-aa02ad068e50","resolution":{"observed_at":"2026-08-07T04:47:41.119892Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.103944Z","title":"Ramirez, Tadas Baltrušaitis, and Louis-Philippe Morency","venue":null,"work_id":"f4475949-2a66-4426-91f9-239931c69daa","year":2011},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.294703Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:2ba1ee44d1ce03a1f434089dd4186222d3dcdc83bfbc23825bbd3a8944cc2772","observation_id":"0f9140e6-ae0c-4cdf-a44a-9da48b856357","resolution":{"observed_at":"2026-08-07T04:47:41.108172Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.092175Z","title":"Multi-task, multi-kernel learning for estimating individual wellbeing","venue":null,"work_id":"7a879172-efbb-4fff-b72e-81753bfa94da","year":2015},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.355449Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:fe7aa3c72e9b702dd226f56a6a31af47f288399b1446a5ddb5cf474f81cec852","observation_id":"870d1e4b-70d1-4e13-b9ae-d93aea803988","resolution":{"observed_at":"2026-08-07T04:47:41.096767Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.082084Z","title":"Missing modalities imputation via cascaded residual autoencoder","venue":null,"work_id":"de722b46-6ffc-4d0f-801f-12a291de5875","year":2017},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.408042Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:99ddb4999a7aba2c50b2e10422f908ce07fb668669489c1d857b341d9ddb749e","observation_id":"9a7c448b-06a3-4aa2-a1fc-9bd41d086a4d","resolution":{"observed_at":"2026-08-07T04:47:41.085812Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.069080Z","title":"Vigan: Missing view imputation with generative adversarial networks","venue":null,"work_id":"594aa415-3e46-4d3a-a93d-1d8d0bc4fa28","year":2017},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.476357Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:0c5bc82775d4c9c8deaa85c8824a54843944f519326716cbf4bc3342f5d71788","observation_id":"0d916ff8-b560-4f03-95f2-b522c8c1ab83","resolution":{"observed_at":"2026-08-07T04:47:41.073774Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.057081Z","title":"Incomplete multi-view learning via half-quadratic minimization","venue":null,"work_id":"76145b42-69f6-4e4a-b259-99b2108814f5","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.512787Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:00bdeee9bc653d912c0de279364f60edf9ee03fa7cccfa97ed62448e053df409","observation_id":"c3bbf9d2-b9ac-400d-a1dd-3ba8ddebce1b","resolution":{"observed_at":"2026-08-07T04:47:41.061730Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.045553Z","title":"Cpm-nets: Cross partial multi-view networks","venue":null,"work_id":"a3bc2981-8937-4c6f-95d1-4dbe00d0b397","year":2019},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.562340Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:bbe5d5a0489a8f8d487b91b88e72909025d5a6290a19d2e4316f521295b57996","observation_id":"4a92dd26-766d-495e-94ab-ee6a5d120596","resolution":{"observed_at":"2026-08-07T04:47:41.050198Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.033754Z","title":"A concise yet effective model for non-aligned incomplete multi-view and missing multi-label learning","venue":null,"work_id":"26f5d1d0-69ef-40be-95e5-64e85d087a8a","year":2022},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.630351Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:d68865c9dff3ef5cacda7f306637cc33b3131e84b6b83cef20b6b18661e2a35f","observation_id":"00cc9ca1-18c8-4f8c-9aa8-df272a0ce4ca","resolution":{"observed_at":"2026-08-07T04:47:41.038621Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.022067Z","title":"Zero-shot learning on semantic class prototype graph","venue":null,"work_id":"7835a38a-f15a-4851-a6a0-4f83c65c0761","year":2009},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.689995Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:2135dc2cefa636d35e6c1c57b1a5e7387010870aa72911660601698c0f8a1422","observation_id":"e3af102b-e160-4c45-9905-eb87d7ab5686","resolution":{"observed_at":"2026-08-07T04:47:41.026074Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:41.009995Z","title":"Zero-shot learning via category-specific visual- semantic mapping and label refinement","venue":null,"work_id":"5b086982-ce9a-4a48-be80-89830a369e08","year":2019},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.759602Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:6757cc8acf789d5813bc15de1ac0f5da766d335ddff6d609eb83bb08ba8ccd97","observation_id":"0c9d7bb3-5107-4b2e-8010-240c20e0ba26","resolution":{"observed_at":"2026-08-07T04:47:41.015305Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:38.792959Z","title":"Zero-shot recognition using dual visual-semantic mapping paths","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.792959Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:c0e787656b7878b3f38e627bf3491dee1add9b5a189711a03b502faf94e53607","observation_id":"c917971a-e0a1-410f-ba83-c7a3909714f3","resolution":{"observed_at":"2026-08-07T04:47:38.792959Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.994262Z","title":"Co-representation network for generalized zero-shot learning","venue":null,"work_id":"6c61bb25-4bdf-43d9-bbbe-2db1f4334df6","year":2019},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.850599Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:4aee64ce3b3213b2257662dd6e99d1051c8794bc5cdcd48a9ecc12e0bfc9a50c","observation_id":"2ab1804c-d0ad-409b-aca6-f211385dd8dd","resolution":{"observed_at":"2026-08-07T04:47:40.997770Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.984095Z","title":"Class normalization for (continual)? generalized zero-shot learning, 2021","venue":null,"work_id":"d211dad7-d813-42f7-96f6-6a4575757206","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:38.924471Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:6cd7f2815ed8b1f9dc8faa67bdde877e1a294b55e9b2b18c32e6c2c21697f0fe","observation_id":"5ec16c8a-08cd-4117-982e-9399ed99e9a4","resolution":{"observed_at":"2026-08-07T04:47:40.986999Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.975228Z","title":"Msdn: Mutually semantic distillation network for zero-shot learning","venue":null,"work_id":"0408df70-816a-470a-8f4f-40fb6206ba7e","year":2022},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:39.004219Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:7f11cff69388a00f1ee2852b8256ff4642bfb5588b8c80a300c1db4a6edf859f","observation_id":"ccf2e57c-fefc-4f2d-a988-283b25f7a897","resolution":{"observed_at":"2026-08-07T04:47:40.978493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.965850Z","title":"Zero-shot learning by harnessing adversarial samples","venue":null,"work_id":"0b6f569a-c4d0-4eaf-906a-10e17f1d1d34","year":2023},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:39.118671Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:ea6c4ed52fceb42d7316803fbca24a2e4524ffd1d8370f28068dbca8f5ee8264","observation_id":"ea26fb85-eed7-4f34-9fd1-22c819599edf","resolution":{"observed_at":"2026-08-07T04:47:40.969377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.956411Z","title":"Zero-vae-gan: Generating unseen features for generalized and transductive zero-shot learning","venue":null,"work_id":"b4e537f3-226e-4335-9c40-6c5c5847f42a","year":2020},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:39.250927Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:42299e95b843711bd1ba6fd8e0ed56e9b7e8e85f6aa70ddc4be354e55fd3dfdd","observation_id":"d5b85100-1434-439c-b29d-ceeff9da8086","resolution":{"observed_at":"2026-08-07T04:47:40.959600Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.947819Z","title":"Krishnan, and Prateek Munjal","venue":null,"work_id":"10d2ba97-11d2-4d28-b167-2d17e00aae3b","year":2019},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:39.346635Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:f65cd5fa785e995a1ddb833c7544b715db05abf43e4c2183c4104b957cfc8d84","observation_id":"c4778c85-bbcb-4569-8fd9-7cfba1c2cf91","resolution":{"observed_at":"2026-08-07T04:47:40.950655Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.939124Z","title":"Self-supervised domain-aware generative network for generalized zero-shot learning","venue":null,"work_id":"882ff1ea-cf7b-4b11-bb35-284b91f3a2a4","year":2020},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:39.435932Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:d2c4e9e5aa629508da7e7ce0c3191685abd7a40d1c4a414c788e796f38971104","observation_id":"e10fae58-2caa-400c-9c8b-65195519fc8e","resolution":{"observed_at":"2026-08-07T04:47:40.942272Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.930627Z","title":"Feature generating networks for zero-shot learning","venue":null,"work_id":"9cd7f0ef-e2bf-48ce-9d46-d76931e94e6c","year":2018},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:39.614955Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:718a8b01b4e6b6818e83dc0a4af6e8bea6e22837cdc74ed764be30b362ebded1","observation_id":"0f367e8f-af99-4ed8-a6d3-422cf6b9f5d8","resolution":{"observed_at":"2026-08-07T04:47:40.933431Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.921680Z","title":"Generalized zero- and few-shot learning via aligned variational autoencoders","venue":null,"work_id":"e80335bf-d3cf-444a-9447-73fa435e864e","year":2019},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:39.715813Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:558af67ce2b72e064000207e0f8a6fd9766076e171c6ed5d13b1f3b7f4ea0b5e","observation_id":"8f6fe474-c3ed-41f9-a330-bd68dfdd4815","resolution":{"observed_at":"2026-08-07T04:47:40.924570Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.911668Z","title":"Latent embedding feedback and discriminative features for zero-shot classification","venue":null,"work_id":"dae56796-3747-44c5-bb73-794bbad8fa99","year":2020},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:39.818684Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:a463d794408a926149fc6e142115615e2de574aaebf1cbc9cee19e159e8f66ac","observation_id":"4da0a1e5-7472-49e4-8704-54306c9ae72a","resolution":{"observed_at":"2026-08-07T04:47:40.915329Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.901826Z","title":"Free: Feature refinement for generalized zero-shot learning","venue":null,"work_id":"ae423148-877e-41e3-9d8f-a9efacbc19a1","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:39.987272Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:2d9f6369462d3dc465f368a09b46199a98d3ade03a5006926319e949ba52d8e4","observation_id":"af963656-2d6b-4df8-92e2-490dffe45716","resolution":{"observed_at":"2026-08-07T04:47:40.905116Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.892232Z","title":null,"venue":null,"work_id":"36c16756-7811-4a34-a736-c62b22d5418a","year":2022},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:40.097596Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:c715829515dc24b1ea54ffb7bbc2874fa4324c54dac999f1e900b2e3e3ff4aaf","observation_id":"000ad01f-6021-4789-b568-98a5fd0af509","resolution":{"observed_at":"2026-08-07T04:47:40.895524Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.882140Z","title":"Evolving semantic prototype improves generative zero-shot learning","venue":null,"work_id":"5930b9f0-a44d-40fd-bcc2-3cd5e764cd1d","year":2023},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:40.226118Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:ee799ddb17f63930cfafa8fd5c849f4b350c87b107b087acf1f3f79cd9122bf1","observation_id":"f96522af-ce54-4d05-8453-ec493683bc60","resolution":{"observed_at":"2026-08-07T04:47:40.885542Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-07T04:47:40.328478Z","title":"Gpt-4 technical report","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:40.328478Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:bc03dcc7f155b66f38c02b138a97d75c15c2311daa10908ca261ca0ea4a8f253","observation_id":"847d3582-71f9-45d4-acfc-92fecc9e74c4","resolution":{"observed_at":"2026-08-07T04:47:40.328478Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.857195Z","title":"Recent advances in open set recognition: A survey","venue":null,"work_id":"26fcf9d9-a039-4d70-8e93-86fc996747d3","year":2021},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:40.429134Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:d29b355799ee750970fff4678d92d409da4cf25dfb1b9f0a75f781334ed6277b","observation_id":"59ca21e6-b048-4ab6-8d28-c4cff6b34307","resolution":{"observed_at":"2026-08-07T04:47:40.875436Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:47:40.677514Z","title":"Ensemble learning: A survey","venue":null,"work_id":"56d35aaf-d416-403e-bcef-0d4b133b9dca","year":2018},"citing_paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-07T04:47:40.511875Z"},"links":{"citing_paper":"/paper/2506.09745"},"observation_digest":"sha256:c023cf36c28637b6a19ae396c16162b1db259e59a522aa1dcef80dcc87680176","observation_id":"b7fc6a06-a68f-4f6a-bf6d-018c97b438a0","resolution":{"observed_at":"2026-08-07T04:47:40.776528Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.09745","last_updated":"2025-06-11T13:49:22Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-13T23:25:31.636812Z","submitted_at":"2025-06-11T13:49:22Z","title":"Class Similarity-Based Multimodal Classification under Heterogeneous Category Sets"},"reference_resolution":{"displayed":70,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":8,"verified_exact":0,"verified_fuzzy":62},"total_outbound_references":70},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2506.09745."}