{"as_of":"2026-08-17T09:11:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:766170435811625a258b26f093ec56ee623310cd997e942b77d450c343abc1e7","coverage":[{"denominator":39,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":39,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T17:27:49.509903Z","state":"measured"},{"denominator":40,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":40,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-17T06:30:58.91139+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T05:10:32.921027Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-16T05:10:33.689683Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"cited_work":{"arxiv_id":"2412.08979","doi":null,"metadata_source":"pith","pith_arxiv_id":"2412.08979","snapshot_observed_at":"2026-08-16T05:10:33.689683Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","venue":"cs.LG","work_id":"50119521-f455-4226-994b-9c8433f951dc","year":2024},"citing_paper":{"arxiv_id":"2504.21423","last_updated":"2025-04-30T08:28:38Z","snapshot_observed_at":"2026-08-17T00:04:25.720549Z","submitted_at":"2025-04-30T08:28:38Z","title":"Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-16T05:10:32.921027Z"},"links":{"cited_paper":"/paper/2412.08979","citing_paper":"/paper/2504.21423"},"observation_digest":"sha256:3e8f139514e77b00a467a5627ffecaf8baf6afd29ba7a48ad1c9b1cff740f871","observation_id":"c26ccfff-d68b-4e8d-8bc2-ab697f63d69e","resolution":{"observed_at":"2026-08-16T05:10:33.695763Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2412.08979/citation-record","integrity":"/paper/2412.08979/integrity","json":"/paper/2412.08979/citation-record.json","paper":"/paper/2412.08979"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T17:27:50.336412Z","title":"A.; Provost, E","venue":null,"work_id":"96172d48-e470-443d-ba77-76f9164e7543","year":2008},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.260810Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:a2319c122124137fa52abb137b2d6e93325cabfd9769ffcc7e91764b6f5820af","observation_id":"21aa602e-3bb9-4071-880a-7b869b0a5c08","resolution":{"observed_at":"2026-08-11T17:27:50.342677Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:50.316754Z","title":null,"venue":null,"work_id":"30a78980-75a5-469c-b161-899390b749db","year":2024},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.267283Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:07231c7b380e52251b4cdde0025126e64f6632d85a92e116b74d0a99d4d594d8","observation_id":"bb50835d-da43-4909-8e86-8624490def0e","resolution":{"observed_at":"2026-08-11T17:27:50.322589Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.273167Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.273167Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:92fc1165870a23b39c5f6a044cff665a139e5375d755bd05c3bfcd9efcf1c3db","observation_id":"ae2dda52-da72-42f3-a483-f0903d0d24ed","resolution":{"observed_at":"2026-08-11T17:27:49.273167Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1810.04805","last_updated":"2019-05-24T20:37:26Z","snapshot_observed_at":"2026-08-14T18:16:28.847993Z","submitted_at":"2018-10-11T00:50:01Z","title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1810.04805","snapshot_observed_at":"2026-08-11T17:27:49.279565Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.279565Z"},"links":{"cited_paper":"/paper/1810.04805","citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:bc1188876ab206c899375bc41758cedd52dd38f785bad216685028f8094741c8","observation_id":"4c7d2d8c-c83c-4cdc-9c32-d4140233e362","resolution":{"observed_at":"2026-08-11T17:27:49.279565Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.11929","last_updated":"2021-06-03T13:08:56Z","snapshot_observed_at":"2026-08-16T09:25:53.087782Z","submitted_at":"2020-10-22T17:55:59Z","title":"An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.11929","snapshot_observed_at":"2026-08-11T17:27:49.285854Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.285854Z"},"links":{"cited_paper":"/paper/2010.11929","citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:bfbf58539df59f651ecdd7e711bf5863067aca1ca25811aa779c14dd4b32c417","observation_id":"baba65bb-f78a-4322-b1ff-2d9a01304673","resolution":{"observed_at":"2026-08-11T17:27:49.285854Z","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":"2026-08-11T17:27:50.278562Z","title":null,"venue":null,"work_id":"394dd52b-8688-4acd-9970-54b105a81815","year":2020},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.291747Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:12484b9a2dafad83b244dea3dc8885e78407a93e256f7db72e3d58f098fdd9b3","observation_id":"6487272b-0133-4bbf-8971-7ff02d8e0e50","resolution":{"observed_at":"2026-08-11T17:27:50.286241Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.297820Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.297820Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:46eca874ff80e1eccef7954f77c757b07673565d552d75dd60f51079c4397eac","observation_id":"3822a725-750d-4597-b523-da673bc576a4","resolution":{"observed_at":"2026-08-11T17:27:49.297820Z","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":"2026-08-11T17:27:50.238149Z","title":null,"venue":null,"work_id":"bcb14ff8-1164-46c2-991e-e114168bbe84","year":2024},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.303267Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:42f971e77f3204919b5aceb3f019f6789792731f80df17433fbb82200ae4f1e2","observation_id":"492859f7-fe96-4703-a935-14d6551e323f","resolution":{"observed_at":"2026-08-11T17:27:50.245929Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.308902Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.308902Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:be277aa7f51a2c69f96937d467e0f0d4ac0c27dac89d719b81ae4e0c025d4601","observation_id":"021c2b5b-4a1e-4f16-bd68-6910b34e70e7","resolution":{"observed_at":"2026-08-11T17:27:49.308902Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2106.09685","last_updated":"2021-10-16T18:40:34Z","snapshot_observed_at":"2026-08-11T08:20:29.798517Z","submitted_at":"2021-06-17T17:37:18Z","title":"LoRA: Low-Rank Adaptation of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.09685","snapshot_observed_at":"2026-08-11T17:27:49.315202Z","title":"J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.315202Z"},"links":{"cited_paper":"/paper/2106.09685","citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:8cb9b40d3dfac45a286bb8f3308b0b63f003252fed414ee78a1db731da580a67","observation_id":"5b6e74c7-d55f-4c79-a09d-66921ab2c91c","resolution":{"observed_at":"2026-08-11T17:27:49.315202Z","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":"2026-08-11T17:27:50.196451Z","title":null,"venue":null,"work_id":"e1add2f5-992c-4fd2-98fb-6dc717116bfc","year":2020},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.320956Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:196dd9a758480392fe89ef9f294d5fdd7eb285ad4d6e444fca6f4c7283a0c77d","observation_id":"9886f79b-40d3-4841-b5ea-ec57d76d2c22","resolution":{"observed_at":"2026-08-11T17:27:50.203484Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.326683Z","title":"U.; Rasheed, H.; Maaz, M.; Khan, S.; and Khan, F","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.326683Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:a490791511963355ea483c2df34921c479e90521134e87c8ab18eb70d575c587","observation_id":"15a1d8c3-b967-48e9-9945-8ba694f28061","resolution":{"observed_at":"2026-08-11T17:27:49.326683Z","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":"2026-08-11T17:27:49.331888Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.331888Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:e0abffdbf509049242e9da91c0410e44edf5ef4d2ca460cbd2fa89a56da62a7c","observation_id":"92fc1778-6e7c-45ea-b919-2d0fd411aab7","resolution":{"observed_at":"2026-08-11T17:27:49.331888Z","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":"2026-08-11T17:27:49.337480Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.337480Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:80e9b652f197de52240d6589d60e3e68937bd5aa265888fa34bb11a47c36b052","observation_id":"5fa18ff6-9d47-4902-98c9-0d76233e252c","resolution":{"observed_at":"2026-08-11T17:27:49.337480Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2101.00190","last_updated":"2021-01-01T08:00:36Z","snapshot_observed_at":"2026-08-12T12:37:28.207761Z","submitted_at":"2021-01-01T08:00:36Z","title":"Prefix-Tuning: Optimizing Continuous Prompts for Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2101.00190","snapshot_observed_at":"2026-08-11T17:27:49.343408Z","title":"L.; and Liang, P","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.343408Z"},"links":{"cited_paper":"/paper/2101.00190","citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:9ab3394a670e941977605eb848ec78e9027d2f94e9426ba635998a2bde4cf940","observation_id":"c06cb136-180b-4e3f-b866-2434e6efef2e","resolution":{"observed_at":"2026-08-11T17:27:49.343408Z","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":"2026-08-11T17:27:49.349183Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.349183Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:8ed1d5cdfff7787de454efec777b7dc03369d859129d6d1c300d80f936b168f3","observation_id":"481536e2-edfb-44c2-ac9f-5ea724e9290f","resolution":{"observed_at":"2026-08-11T17:27:49.349183Z","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":"2026-08-11T17:27:50.086664Z","title":null,"venue":null,"work_id":"9d46a0e7-8f15-4c15-96d6-88fb89a489af","year":2024},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.354258Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:2663cdcca2d50dab4ca237dbd59e847805e3a73c3f1739985a6e8dbc661673e6","observation_id":"b5688534-6e87-48a2-bb52-77127d46e44b","resolution":{"observed_at":"2026-08-11T17:27:50.095333Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.361526Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.361526Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:19e35defe8519d281ecb265f5c3d635b92d69baa05676f9e46429846d74195b4","observation_id":"fe020c52-181f-470e-8ad9-a9bee0cd168c","resolution":{"observed_at":"2026-08-11T17:27:49.361526Z","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":"2026-08-11T17:27:49.368202Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.368202Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:9ec4c1e4de4e218a379ee35f22a410a2dd62ae5adbb0a253f8efab0c10cb4e2f","observation_id":"86d9fd2e-5677-4bd9-b401-7b5bba969cf7","resolution":{"observed_at":"2026-08-11T17:27:49.368202Z","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":"2026-08-11T17:27:50.032737Z","title":null,"venue":null,"work_id":"57ad6ca6-fce1-47f9-8baf-220078556944","year":2023},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.375431Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:2b3be15900c7eec33acdb5cfc3759dcc7db9b236b5086f3ecf357dfc087d956a","observation_id":"f4e98392-c44d-42d8-9676-e6fee455748f","resolution":{"observed_at":"2026-08-11T17:27:50.038763Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1806.00064","last_updated":"2018-05-31T19:28:23Z","snapshot_observed_at":"2026-08-16T06:00:48.419441Z","submitted_at":"2018-05-31T19:28:23Z","title":"Efficient Low-rank Multimodal Fusion with Modality-Specific Factors","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1806.00064","snapshot_observed_at":"2026-08-11T17:27:49.381459Z","title":"B.; Liang, P","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.381459Z"},"links":{"cited_paper":"/paper/1806.00064","citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:46f7759500e65ae272d91bb6cc122bb6690e98a4e9f4a82e4aa4299c2df2e6e2","observation_id":"38d198e3-19b0-4144-91b3-ac4b32eb5a22","resolution":{"observed_at":"2026-08-11T17:27:49.381459Z","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":"2026-08-11T17:27:49.387514Z","title":"L.; and Han, S","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.387514Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:b1d1d7e509f9e0b97fa9067ecfe12fab195712e670d4ff97a8571afaf6bdd83d","observation_id":"aa5d783c-8bc8-4933-9851-f2320b9551ae","resolution":{"observed_at":"2026-08-11T17:27:49.387514Z","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":"2026-08-11T17:27:49.992680Z","title":null,"venue":null,"work_id":"f4fb600f-d8c2-449c-beaf-b022dfb9806f","year":2024},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.394148Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:6bed77a67126a9744ad60e38a34d05b10e52e915c0dd869811623363f96fbf70","observation_id":"e0214d9a-ff04-4a5f-b1fd-d1e1607220d9","resolution":{"observed_at":"2026-08-11T17:27:50.001139Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.970577Z","title":null,"venue":null,"work_id":"f44e15e8-558a-43bb-bb64-d56e2a49478c","year":2019},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.400764Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:35a93f48989f7268d5796b3ddda5c1151fdbc7e98d7d40e9a5a51f2e6619e57f","observation_id":"a5d5dfd8-1af8-4df8-acd0-355bbe4f7069","resolution":{"observed_at":"2026-08-11T17:27:49.977501Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.950112Z","title":null,"venue":null,"work_id":"256ef8fe-27a6-4562-be84-7316546b9f6e","year":2019},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.406741Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:f715ac565c977defb94088c100b2266f96af6a9cbd276b11516a7bfe4537c039","observation_id":"b0b333cf-2be7-4539-b024-503553e5a284","resolution":{"observed_at":"2026-08-11T17:27:49.955662Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.415733Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.415733Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:0326a011d0961ce7887e65b146fd2fea170659360ecdd66be7adb58b20141194","observation_id":"b9bb3ef5-0e45-480d-8ba1-f5683d8b60e8","resolution":{"observed_at":"2026-08-11T17:27:49.415733Z","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":"2026-08-11T17:27:49.423909Z","title":"H.; Bai, S.; Liang, P","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.423909Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:197aa9806ea8105244e03e4c164bf6ab902b4d2833ea1c72fb1b5488d2521993","observation_id":"5963831b-834b-479a-8054-7e70e9f5b19d","resolution":{"observed_at":"2026-08-11T17:27:49.423909Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2110.07904","last_updated":"2022-03-16T18:52:36Z","snapshot_observed_at":"2026-08-16T17:49:06.113364Z","submitted_at":"2021-10-15T07:35:58Z","title":"SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.07904","snapshot_observed_at":"2026-08-11T17:27:49.432421Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.432421Z"},"links":{"cited_paper":"/paper/2110.07904","citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:72b658ec841184f723eb3478c1affe5f430935fb681215ca2c8e1fb71cdb939c","observation_id":"5b3fd35e-c8da-478b-b83d-bd078552267a","resolution":{"observed_at":"2026-08-11T17:27:49.432421Z","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":"2026-08-11T17:27:49.885116Z","title":null,"venue":null,"work_id":"af421dad-321c-4e63-8a4c-806bcd0bd589","year":2024},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.439930Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:bbccec833a6794c99aa3104dc64e53e85b0dd28eb88e3dc6d6cce90556c24dc8","observation_id":"3f801b7b-0d82-46f0-96e9-4a36d244c00f","resolution":{"observed_at":"2026-08-11T17:27:49.893759Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.862809Z","title":null,"venue":null,"work_id":"f03eb3f5-e2af-4076-a2a3-135f404ef7f7","year":2015},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.447620Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:6fe2e1f1a336a1c76536c159def4dd4b027e8d02c9dcdd06ca5bfc53f7cc1ca4","observation_id":"fc9e5042-cdf3-49b2-bdcb-faddd95fc27e","resolution":{"observed_at":"2026-08-11T17:27:49.868780Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.841803Z","title":null,"venue":null,"work_id":"52675bd8-c6b9-4b34-811b-e0ac973de6a7","year":2023},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.453398Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:6336d13f2401909293bd8746ce84a4ec04e901b9d2e57b9ba7006f3c913effa2","observation_id":"b2b31edf-ee64-4ca2-8032-b6e769a3cb23","resolution":{"observed_at":"2026-08-11T17:27:49.849057Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.820446Z","title":null,"venue":null,"work_id":"6d2419dd-d26b-45dd-84c9-c853abb38877","year":2016},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.458900Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:6d23c81ab546d5313affc38d26c755158d74bf3758f8755bd9ab2b35ed33b0e3","observation_id":"39461757-f8bf-4ece-beaf-ae3fd5262aaa","resolution":{"observed_at":"2026-08-11T17:27:49.826195Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-11T17:27:49.801919Z","title":null,"venue":null,"work_id":"b7cc6c5d-62d1-4720-b2c8-96c313190fe3","year":2024},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.464600Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:aa5c9069f46ef5b87b0816191edb8f3ee15757579e98aabb05b6f1004596f96e","observation_id":"a81d1f57-9578-46f8-9f50-dc5caab1acf9","resolution":{"observed_at":"2026-08-11T17:27:49.807651Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1707.07250","last_updated":"2017-07-23T05:54:20Z","snapshot_observed_at":"2026-08-14T20:45:55.731918Z","submitted_at":"2017-07-23T05:54:20Z","title":"Tensor Fusion Network for Multimodal Sentiment Analysis","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1707.07250","snapshot_observed_at":"2026-08-11T17:27:49.470510Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.470510Z"},"links":{"cited_paper":"/paper/1707.07250","citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:ff8d165c678ef377cda3ec2b755c1eca7039df00a8066709d376f2d76ae91f98","observation_id":"cf00fb1d-a04e-4f58-a6f5-e52e4f5c7a0b","resolution":{"observed_at":"2026-08-11T17:27:49.470510Z","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":"2026-08-11T17:27:49.779949Z","title":null,"venue":null,"work_id":"f0ec5d24-545a-4e74-9c35-30ee3d8798e0","year":2016},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.477915Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:d810bb87526d9f77534ebc0c9abe92e5445b36d35874aa90ffdb36194e759231","observation_id":"05afeb7c-a06d-4921-9c94-52d6e646fbd1","resolution":{"observed_at":"2026-08-11T17:27:49.787235Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.07225","last_updated":"2022-10-13T17:50:24Z","snapshot_observed_at":"2026-08-16T16:24:23.857686Z","submitted_at":"2022-10-13T17:50:24Z","title":"Unified Vision and Language Prompt Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.07225","snapshot_observed_at":"2026-08-11T17:27:49.486626Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.486626Z"},"links":{"cited_paper":"/paper/2210.07225","citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:0df430800781763bde9c003fb86ee00c9c14f8ae19ec40cca8e7bf7aafeb53d4","observation_id":"2fae7ffd-2efb-4a74-832f-e2492235e3c3","resolution":{"observed_at":"2026-08-11T17:27:49.486626Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2111.03930","last_updated":"2021-11-15T04:58:28Z","snapshot_observed_at":"2026-08-16T17:43:33.186967Z","submitted_at":"2021-11-06T18:09:22Z","title":"Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2111.03930","snapshot_observed_at":"2026-08-11T17:27:49.494798Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.494798Z"},"links":{"cited_paper":"/paper/2111.03930","citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:f02a0acf87c90fc42882cafefdb2c13f330770e7af903d46f632c0753bd4618f","observation_id":"6b5e150d-70cf-4fff-8096-942e70321fe7","resolution":{"observed_at":"2026-08-11T17:27:49.494798Z","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":"2026-08-11T17:27:49.501899Z","title":", \" * write output.state after.block = add.period write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.501899Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:8d273e37d7275adcb2179371f46719dd4b4baa330e5f21dd11efd12c5b82b16c","observation_id":"1679a2e4-90c0-40ba-b598-41bb2c688023","resolution":{"observed_at":"2026-08-11T17:27:49.501899Z","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":"2026-08-11T17:27:49.509903Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-11T17:27:49.509903Z"},"links":{"citing_paper":"/paper/2412.08979"},"observation_digest":"sha256:9757de48320eb65c1eee6254e013409d69de696e0d306f1c04a2c593497c3416","observation_id":"34611575-989e-4a30-ba7d-57379360f3d6","resolution":{"observed_at":"2026-08-11T17:27:49.509903Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2412.08979","last_updated":"2024-12-12T06:26:02Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-16T11:33:54.761750Z","submitted_at":"2024-12-12T06:26:02Z","title":"A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter"},"reference_resolution":{"displayed":39,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":38,"verified_exact":0,"verified_fuzzy":1},"total_outbound_references":39},"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":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2412.08979."}