{"as_of":"2026-08-11T19:34:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:af8fe8c8a562ffa5c3782ed582c7e9a02837aeab9ac067f89cfd882a5a6bcd2a","coverage":[{"denominator":54,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":54,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T20:22:20.241612Z","state":"measured"},{"denominator":57,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":57,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+00:00","state":"measured"},{"denominator":3,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":3,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T21:07:49.378649Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-06-28T19:22:34.830470Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.08763","snapshot_observed_at":"2026-08-05T21:07:49.378649Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.09475","last_updated":"2025-08-13T04:06:09Z","snapshot_observed_at":"2026-08-10T23:55:29.888812Z","submitted_at":"2025-08-13T04:06:09Z","title":"Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-05T21:07:49.378649Z"},"links":{"cited_paper":"/paper/2501.08763","citing_paper":"/paper/2508.09475"},"observation_digest":"sha256:246d86efa2c6d9e1fa13d8e9108bd0b5707c56071c18bb57396116a2b531b420","observation_id":"e4bd0a50-8af4-48ee-8896-1e0c2e05786a","resolution":{"observed_at":"2026-08-05T21:07:49.378649Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"cited_work":{"arxiv_id":"2501.08763","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2501.08763","snapshot_observed_at":"2026-06-28T19:22:34.830470Z","title":"Few-shot learner generalizes across ai-generated image detection","venue":null,"work_id":"1ecaec4c-3135-4036-8263-5c0cdca2156c","year":2025},"citing_paper":{"arxiv_id":"2605.12967","last_updated":"2026-05-13T04:01:10Z","snapshot_observed_at":"2026-08-10T22:32:32.543739Z","submitted_at":"2026-05-13T04:01:10Z","title":"ImageAttributionBench: How Far Are We from Generalizable Attribution?","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-05-14T19:38:41.659261Z"},"links":{"cited_paper":"/paper/2501.08763","citing_paper":"/paper/2605.12967"},"observation_digest":"sha256:b01dcc9b5b96607a6a366a5d52d71378f3ee2ccbfbd1c512e6a8f25d51fb27d4","observation_id":"b7a92084-7e1d-42e1-a64d-2e75e8a3a315","resolution":{"observed_at":"2026-05-14T19:39:23.911889Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"cited_work":{"arxiv_id":"2501.08763","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2501.08763","snapshot_observed_at":"2026-06-28T19:22:34.830470Z","title":"Few-shot learner generalizes across ai-generated image detection","venue":null,"work_id":"1ecaec4c-3135-4036-8263-5c0cdca2156c","year":2025},"citing_paper":{"arxiv_id":"2606.00606","last_updated":"2026-05-30T08:08:27Z","snapshot_observed_at":"2026-08-11T00:04:58.033401Z","submitted_at":"2026-05-30T08:08:27Z","title":"FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detection","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-06-28T19:14:10.155813Z"},"links":{"cited_paper":"/paper/2501.08763","citing_paper":"/paper/2606.00606"},"observation_digest":"sha256:3d5c1a098eb194cec96ccf94fd24a15c2a4b81d83ebab392d931614b19e71c1c","observation_id":"a368b2fb-93a7-4055-9b59-1ca3a922273d","resolution":{"observed_at":"2026-06-28T19:22:34.832414Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2501.08763/citation-record","integrity":"/paper/2501.08763/integrity","json":"/paper/2501.08763/citation-record.json","paper":"/paper/2501.08763"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T20:22:20.882446Z","title":"In https://www.midjourney.com/home/, 2022","venue":null,"work_id":"72eea55c-aed8-4d9c-8603-feb834a30af8","year":2022},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.035668Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:ecb7775f2de639c25579a641eaa9995fb07a1ae86f8155bf7b98a05bcba27249","observation_id":"e6b0354e-f970-48aa-a435-3e1f16f39850","resolution":{"observed_at":"2026-08-10T20:22:20.886171Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.871084Z","title":"In https://xihe.mindspore.cn/modelzoo/wukong, 2022","venue":null,"work_id":"2e48d9ba-d7dd-4a85-a855-a5cf0b2afe55","year":2022},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.040740Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:5f78840c96e106a4e40f65f2ee978883aed891e6b8579792aeb3e9d3ae9e8177","observation_id":"1bfe3d49-9962-4849-a525-3292f0360796","resolution":{"observed_at":"2026-08-10T20:22:20.874992Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.860011Z","title":"Aunet: Learning relations between action units for face forgery detection","venue":null,"work_id":"c5709773-4d02-4159-b3bc-77ff08078d55","year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.045261Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:e29bea5b1b07ee203859b49713befcbb754267ca43d511fafe7e400f5358acda","observation_id":"c2e0b25f-14e1-4be1-9f1e-299e2c31d778","resolution":{"observed_at":"2026-08-10T20:22:20.863951Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.20020","last_updated":"2025-01-14T12:31:48Z","snapshot_observed_at":"2026-08-10T23:54:28.046022Z","submitted_at":"2024-07-29T13:57:24Z","title":"ImagiNet: A Multi-Content Benchmark for Synthetic Image Detection","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.20020","snapshot_observed_at":"2026-08-10T20:22:20.051800Z","title":"and Cholakov, R","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.051800Z"},"links":{"cited_paper":"/paper/2407.20020","citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:c76866462f1b50df0ab5b40ed505f0787bd09583c2a743c2b43dabf785faab7b","observation_id":"d714f3d6-24cb-4c4e-b5cb-5c2d64c5aea6","resolution":{"observed_at":"2026-08-10T20:22:20.051800Z","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":"2026-08-10T20:22:20.849284Z","title":"Large scale GAN training for high fidelity natural image synthesis","venue":null,"work_id":"b1a0c9d1-21ea-4914-b202-dd7ade2596af","year":2019},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.056699Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:8f3572fb0c60c912ef97a8b717679502ae33e909daf8c5b94f07e59564c61633","observation_id":"3cdd098c-c4d7-450c-9cb4-7286acf240af","resolution":{"observed_at":"2026-08-10T20:22:20.853061Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.837776Z","title":"Fakeinversion: Learning to detect images from unseen text-to-image models by inverting stable diffusion","venue":null,"work_id":"977e01ac-30f6-4c16-91fa-0eaf4b89b51b","year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.061131Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:a52fcb9e24489e801259a465a6d7d40bc64c42035db4899396991d8a8215e3bf","observation_id":"aaa702e2-0d47-4c13-a024-89f7bc3cb4fb","resolution":{"observed_at":"2026-08-10T20:22:20.841733Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.826921Z","title":"What makes fake images detectable? understanding properties that generalize","venue":null,"work_id":"0c0a9131-ebca-42fe-9903-d0556bd68d6a","year":2020},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.065531Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:da6d1f406be0b123bd714f4271fc794a5b1fc02bd8cb4706c5fededfe0386b21","observation_id":"13539943-5f99-4bd3-a1d6-1781d7214b17","resolution":{"observed_at":"2026-08-10T20:22:20.830682Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.01123","last_updated":"2024-04-20T04:38:35Z","snapshot_observed_at":"2026-08-10T18:57:35.671907Z","submitted_at":"2024-02-02T03:50:45Z","title":"A Single Simple Patch is All You Need for AI-generated Image Detection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.01123","snapshot_observed_at":"2026-08-10T20:22:20.069428Z","title":"A single simple patch is all you need for ai-generated image detection","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.069428Z"},"links":{"cited_paper":"/paper/2402.01123","citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:f2c67c9f305d2deb3176e8fc36bf532d1d44e822a6152c756e6db58e4151ce1f","observation_id":"7cf142ad-ae46-4c6a-82b0-c2b3918abd20","resolution":{"observed_at":"2026-08-10T20:22:20.069428Z","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":"2026-08-10T20:22:20.815559Z","title":"On the detection of synthetic images generated by diffusion models","venue":null,"work_id":"3475fd2c-5aeb-49e9-ac7b-f8cab20fc540","year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.073674Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:0890e409f378217adbfa1a2c4b6feea999edc55b8dff0070cc07941608a6a9c8","observation_id":"fd867de5-8558-4c88-be76-667f3280df10","resolution":{"observed_at":"2026-08-10T20:22:20.819736Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.803503Z","title":"Imagenet: A large-scale hierarchical image database","venue":null,"work_id":"aeb76312-bb1d-45af-b1c0-9251e28d5060","year":2009},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.077578Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:74ad31b562a0024f891b942d5168241311a8b0d2deaf353065e2fea80289a267","observation_id":"8cd9445d-5a8f-4384-9e82-09a62e119955","resolution":{"observed_at":"2026-08-10T20:22:20.807851Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.790589Z","title":"and Nichol, A","venue":null,"work_id":"32bd0bd4-d8a3-4a6d-a6a0-ea8e95f5f786","year":2021},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.081493Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:7fcc812b7acc206be20694d697e2be0efbd96e96947c6c0dffe90caa27e37c34","observation_id":"2b15229b-b94c-451d-a2ad-bd4c575791aa","resolution":{"observed_at":"2026-08-10T20:22:20.794298Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.779270Z","title":"Scaling rectified flow transformers for high-resolution image synthesis","venue":null,"work_id":"c2dbfb79-084d-421f-9a3d-53d23dc93d3d","year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.085651Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:173200a7702440a485ef6a10a53fe9764062596f041f7133a9cc7da0add06815","observation_id":"71549169-e2d6-44e1-84ed-04cdc61b10b3","resolution":{"observed_at":"2026-08-10T20:22:20.783079Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.768448Z","title":"J., Pouget - Abadie, J., Mirza, M., Xu, B., Warde - Farley, D., Ozair, S., Courville, A","venue":null,"work_id":"e8ee7dc2-4d8f-475a-86e8-98aeb022dee3","year":2014},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.089322Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:e431f7dd0ba458297979bdcf75b42286a1a2e7e338187765368f4d4a723f673a","observation_id":"c2839202-418f-4dca-97c7-d79ecb718365","resolution":{"observed_at":"2026-08-10T20:22:20.772178Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.757242Z","title":"Are GAN generated images easy to detect? A critical analysis of the state-of-the-art","venue":null,"work_id":"bb3bbe18-1da5-44fa-aa19-2cba83aae8e4","year":2021},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.092990Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:83b58013ecdf15abb6b9540b9b31d983980b3f14c4fb294549cf5519406bb00a","observation_id":"8ecdab7a-e60a-46ec-aa77-452c41ee9306","resolution":{"observed_at":"2026-08-10T20:22:20.761318Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.745080Z","title":"Vector quantized diffusion model for text-to-image synthesis","venue":null,"work_id":"099a039a-c37b-482a-9430-802cbcecd619","year":2022},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.096927Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:b24d0cebe0af3213a2473477a760bf500a7301374bc8e72c187bdb4fa93ac0d9","observation_id":"83e9132b-2524-4e67-bfea-20567715cf2f","resolution":{"observed_at":"2026-08-10T20:22:20.749317Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.100730Z","title":"Deep residual learning for image recognition","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.100730Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:f25be665d92049c29db62a905ff6c06e459e8ee3396d19a5587da9c1ece735f1","observation_id":"fce8518a-848f-417a-984a-f92394f4ddc4","resolution":{"observed_at":"2026-08-10T20:22:20.100730Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2207.12598","last_updated":"2022-07-26T01:42:07Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2022-07-26T01:42:07Z","title":"Classifier-Free Diffusion Guidance","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2207.12598","snapshot_observed_at":"2026-08-10T20:22:20.104320Z","title":"and Salimans, T","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.104320Z"},"links":{"cited_paper":"/paper/2207.12598","citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:16049e243edc52752300a1124eb8cb43c2c772cbd7141bd5dc4be77979e76e37","observation_id":"4843bb17-46de-476a-beeb-baaee8671fde","resolution":{"observed_at":"2026-08-10T20:22:20.104320Z","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":"2026-08-10T20:22:20.725805Z","title":"Denoising diffusion probabilistic models","venue":null,"work_id":"99d3fbe9-a3ec-4144-a366-48c10d0bd4ad","year":2020},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.107966Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:5953bbbb3ffe37a1077eeeb137b6a1d856aec375ab53eb681eb7554d392aae10","observation_id":"af855eab-a140-4bc3-ab8c-ab2f3e86ba1c","resolution":{"observed_at":"2026-08-10T20:22:20.729992Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.713156Z","title":"Analyzing and improving the image quality of stylegan","venue":null,"work_id":"e486586f-58c2-417d-be5d-d0962dcf6c09","year":2020},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.111490Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:396519b2a5bd9cdea7689f8e822254c78f14a1f46ad9d937875b2c8148196ce4","observation_id":"4adbeb3b-dda4-4ec9-b43d-1d6d10390d36","resolution":{"observed_at":"2026-08-10T20:22:20.717384Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.01959","last_updated":"2024-04-07T05:26:08Z","snapshot_observed_at":"2026-08-10T21:39:57.729029Z","submitted_at":"2024-04-02T13:54:22Z","title":"Bi-LORA: A Vision-Language Approach for Synthetic Image Detection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.01959","snapshot_observed_at":"2026-08-10T20:22:20.115488Z","title":"B., Hadid, A., and Taleb - Ahmed, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.115488Z"},"links":{"cited_paper":"/paper/2404.01959","citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:47d000836a10fbcfd8ee75e0085eda74422536dc56b5dd158cfc7d3df3a080e6","observation_id":"6f118064-d807-4e79-b0ac-470893150184","resolution":{"observed_at":"2026-08-10T20:22:20.115488Z","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":"2026-08-10T20:22:20.119820Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.119820Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:3f02f92d35914ee3beb91cc4b7d47c84cadf1d6a64e2fd0d5c7a69f6238f5cdd","observation_id":"9b890a96-33d4-4754-be0c-5d67402c65ec","resolution":{"observed_at":"2026-08-10T20:22:20.119820Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.20578","last_updated":"2024-10-31T13:41:39Z","snapshot_observed_at":"2026-08-05T01:12:48.543754Z","submitted_at":"2024-10-27T20:14:32Z","title":"Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes","version":2},"cited_work":{"arxiv_id":"2410.20578","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.20578","snapshot_observed_at":"2026-08-10T20:22:20.315017Z","title":"Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes","venue":"eess.AS","work_id":"ff955912-ad17-4a36-b518-046d2e8adc55","year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.123823Z"},"links":{"cited_paper":"/paper/2410.20578","citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:204bfb165c9c9e1e85217b2d7269a4bfa38a9a33465b7c47493f6bd1402251f1","observation_id":"90b3eec3-974f-4438-b43c-c83ab3a2451e","resolution":{"observed_at":"2026-08-10T20:22:20.321600Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.693085Z","title":null,"venue":null,"work_id":"a9a1a808-03cd-41a3-ba03-8305c853479d","year":2022},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.127843Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:334d546ac180ccc9610e2e78a9992680c35aea2cac39d9fe5164071fc07a784b","observation_id":"8ee496ce-c076-4add-b9a3-ad64d7771401","resolution":{"observed_at":"2026-08-10T20:22:20.697564Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.680634Z","title":"Towards robust gan-generated image detection: A multi-view completion representation","venue":null,"work_id":"7aa7912b-ca89-4d87-95e2-61866f2db413","year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.131485Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:942d3a73901f5837ed76b701cff9351717467efcd76fac1eed1dd7bd3ea9e86a","observation_id":"40c1db89-f46b-4581-acf8-ffa30fc60b4c","resolution":{"observed_at":"2026-08-10T20:22:20.685102Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.668928Z","title":"Which model generated this image? A model-agnostic approach for origin attribution","venue":null,"work_id":"1bf38c4a-5095-4b35-8fee-c19a5ec26ebf","year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.135415Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:ba025fe93cd93fbaa2bcbe90e0a4d200d3aec723275e9b43bf4d59e5d03f0947","observation_id":"ccce3594-3c5b-49a7-bf96-5a5e19456364","resolution":{"observed_at":"2026-08-10T20:22:20.673332Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.658709Z","title":null,"venue":null,"work_id":"ed707f29-43d2-43a2-ae46-f5c61b542ae7","year":2020},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.139172Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:11995cc4ec12af2de063a925a2c2f093a94bd2f0c9da8cc26497ec5989ac1fce","observation_id":"31e6af1d-6ace-4ec8-af10-f0e14358cf5e","resolution":{"observed_at":"2026-08-10T20:22:20.661898Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.649051Z","title":"L., and Keuper, J","venue":null,"work_id":"61eac678-3767-46eb-8aab-c34da4ab77bb","year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.142979Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:f6cda9edeb63bedc20a404d2d803bd4906cdef425595a2df9972db0b437d67f1","observation_id":"fcee1e6a-0b81-45de-a7c9-743c46b59dfb","resolution":{"observed_at":"2026-08-10T20:22:20.652288Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.638513Z","title":"Lare\\( ^ 2 \\): Latent reconstruction error based method for diffusion-generated image detection","venue":null,"work_id":"7c923521-bc37-4950-ae67-85bcf904328e","year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.147276Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:13a883180c51dda5e5da765cfa5936bb165f303040ff2460e985f77d2dd94c65","observation_id":"374f54ac-3221-4163-9eec-719be5c1eb8c","resolution":{"observed_at":"2026-08-10T20:22:20.642783Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.06272","last_updated":"2023-07-12T16:16:37Z","snapshot_observed_at":"2026-08-10T19:14:31.924477Z","submitted_at":"2023-07-12T16:16:37Z","title":"Exposing the Fake: Effective Diffusion-Generated Images Detection","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.06272","snapshot_observed_at":"2026-08-10T20:22:20.150927Z","title":"Exposing the fake: Effective diffusion-generated images detection","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.150927Z"},"links":{"cited_paper":"/paper/2307.06272","citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:5869d69d975433f2a73e645aa3396e85568c640757def321ade9f5a2f879ca3d","observation_id":"01c55388-15a2-4fd3-8be1-f2767ca74aaa","resolution":{"observed_at":"2026-08-10T20:22:20.150927Z","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":"2026-08-10T20:22:20.626071Z","title":"Q., Dhariwal, P., Ramesh, A., Shyam, P., Mishkin, P., McGrew, B., Sutskever, I., and Chen, M","venue":null,"work_id":"428bdc94-bcd5-43c8-a6f2-c302aa7ce277","year":2022},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.155116Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:53a2a3a56f22fb28534657ab19b7022bb94b81413443227876e7007964a77efa","observation_id":"a7ca822d-5a3c-452c-b6ec-21f626c9df3c","resolution":{"observed_at":"2026-08-10T20:22:20.631394Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.614682Z","title":null,"venue":null,"work_id":"137fb3e5-9ea9-4048-9324-5cf09acf69be","year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.159092Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:0622e2babbdda17d52aaba5058c09df1e62747f79fb5170d6d0f928ad6a17551","observation_id":"69f5b6ad-61a1-4b31-bbc6-3f07b2b14e30","resolution":{"observed_at":"2026-08-10T20:22:20.618594Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.603021Z","title":"T., Rezende, D","venue":null,"work_id":"b3eafa02-6aa1-4649-bdbd-a06ec1e1f2b2","year":2021},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.163522Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:442a1e52f1af1a79f2f934394985278857e2980a2672c60dec9dd7e7fb0af17b","observation_id":"665c3b19-faa8-4070-b2db-0af0a0e90819","resolution":{"observed_at":"2026-08-10T20:22:20.606928Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.591042Z","title":"L., Li, Y., and Angelov, P","venue":null,"work_id":"504f853b-335f-435f-b230-15b6989d4457","year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.167117Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:11b4434486a293196eb4cc7b3e579405ac9af0ae7db2634855e119a11b2a783a","observation_id":"49c668be-9c24-4319-9b1b-407d209b6504","resolution":{"observed_at":"2026-08-10T20:22:20.595036Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.579303Z","title":"SDXL: improving latent diffusion models for high-resolution image synthesis","venue":null,"work_id":"eb9af646-1398-40ca-a109-e331d039300e","year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.170603Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:52c2a9e9c45f08e8ec79d68d9c7ecf577dd3f7ae68575b15e36a3849452af5ee","observation_id":"b6db9941-c29e-476a-a5da-b044615e1b01","resolution":{"observed_at":"2026-08-10T20:22:20.583319Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.567755Z","title":"Thinking in frequency: Face forgery detection by mining frequency-aware clues","venue":null,"work_id":"683b88ca-4275-4a8d-b197-8e0ecb4535e7","year":2020},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.174287Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:cd8faed02f376453ff520cb2893b342594a527911ab92afee041617ec9dffbd3","observation_id":"84af422f-ce45-4f81-b65e-952458514c8b","resolution":{"observed_at":"2026-08-10T20:22:20.571731Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.556302Z","title":"W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., Krueger, G., and Sutskever, I","venue":null,"work_id":"8a36ea82-85b5-45da-b0bc-3d4c36a31175","year":2021},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.178213Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:1ba22f1a92725fca90216a75229349ac8c173ede94033019c665dfcb681b29cc","observation_id":"957dc930-05e8-4f1d-aecf-daa4f4060636","resolution":{"observed_at":"2026-08-10T20:22:20.560082Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.545169Z","title":"Zero-shot text-to-image generation","venue":null,"work_id":"aa794d03-0101-47c5-afc1-985e6c06c169","year":2021},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.181878Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:3dd986d41f503c395e1bb721ccf45606b721859c61e313c8910301722f395997","observation_id":"643c7795-07a8-4cee-9955-04d14b3de2ce","resolution":{"observed_at":"2026-08-10T20:22:20.549224Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.532383Z","title":"AEROBLADE: training-free detection of latent diffusion images using autoencoder reconstruction error","venue":null,"work_id":"161fe48b-c062-4508-89af-4975e57adf01","year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.185525Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:7039694ffa90c1cc0f16b09eac884934a106b69e7c9455dbd28b854f2159524a","observation_id":"602dffa6-4ea2-4dbd-b82b-0b7831b8346d","resolution":{"observed_at":"2026-08-10T20:22:20.537067Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.519775Z","title":"High-resolution image synthesis with latent diffusion models","venue":null,"work_id":"06e69825-2389-4770-9994-f70fda6e4605","year":2022},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.189124Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:b4893d6f7c4cf32360fae290a636ae3c86bbcfe2df271bc26797c833c9dee02a","observation_id":"7a09b4b6-c780-4455-8fd5-60e97daba83a","resolution":{"observed_at":"2026-08-10T20:22:20.523781Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.508463Z","title":"DE-FAKE: detection and attribution of fake images generated by text-to-image generation models","venue":null,"work_id":"60b6a20a-03a8-4f0d-a970-590160abce00","year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.192629Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:517360d3e27e446acad59b832c86562b4134a83e7224e4e48034cabaf19e6410","observation_id":"97fefc26-251c-405d-b76d-25c422a7ac3d","resolution":{"observed_at":"2026-08-10T20:22:20.512353Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.00863","last_updated":"2024-12-07T02:52:37Z","snapshot_observed_at":"2026-07-06T15:36:41.266003Z","submitted_at":"2023-06-01T16:23:22Z","title":"DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.00863","snapshot_observed_at":"2026-08-10T20:22:20.196464Z","title":"Deepfake-adapter: Dual-level adapter for deepfake detection","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.196464Z"},"links":{"cited_paper":"/paper/2306.00863","citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:05604480f1b25fa1f7eb4ec3e166fe0aa42dd858f6ddbd08969c53e774d985d3","observation_id":"0c84f08e-6a87-45ff-a2ef-aed7e06d02b9","resolution":{"observed_at":"2026-08-10T20:22:20.196464Z","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":"2026-08-10T20:22:20.497264Z","title":null,"venue":null,"work_id":"c80aca64-fe09-4f50-abe7-616d6a15921a","year":2017},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.200369Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:631e0f22accf89d0fbf276a5da689af2d144c72f2ec6da7a33270eb62a8f7f84","observation_id":"e8fd830a-8443-4f49-9971-d4a6b50aa962","resolution":{"observed_at":"2026-08-10T20:22:20.500968Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.485563Z","title":"Denoising diffusion implicit models","venue":null,"work_id":"322eb31c-c6fb-46e7-ac6a-d38667ec215b","year":2021},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.203785Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:c4da344af0fd2c51e6a550a822d4eed21456069a095d4225c190a5904d192e18","observation_id":"37838d48-159c-4885-9521-35e16fca63cd","resolution":{"observed_at":"2026-08-10T20:22:20.489493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.09647","last_updated":"2024-12-05T14:06:14Z","snapshot_observed_at":"2026-08-06T17:46:41.967631Z","submitted_at":"2024-08-19T02:14:25Z","title":"C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.09647","snapshot_observed_at":"2026-08-10T20:22:20.207420Z","title":"C2P-CLIP: injecting category common prompt in CLIP to enhance generalization in deepfake detection","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.207420Z"},"links":{"cited_paper":"/paper/2408.09647","citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:d8c0e11e9ec0291e3c21f5903d5861bf3283974bc36ee71a502e981933d5e413","observation_id":"86f39eab-595e-48d0-b162-8e4ba5faf50f","resolution":{"observed_at":"2026-08-10T20:22:20.207420Z","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":"2026-08-10T20:22:20.472720Z","title":"Frequency-aware deepfake detection: Improving generalizability through frequency space domain learning","venue":null,"work_id":"85883f8b-0566-4abc-86d4-fd92d6278810","year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.210715Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:7ad836af689af03f7bfa3bbeb549cb058be1abec458dad08afe8a1937d252c9d","observation_id":"2761f897-84bb-4776-b4aa-bcca3d72c7ed","resolution":{"observed_at":"2026-08-10T20:22:20.477031Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.213872Z","title":"and Hinton, G","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.213872Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:4068fcbc6086d5c15488cc5e56a762a4021aec92f1870b39ecb6879c75113ffc","observation_id":"c140e521-2f2c-43d4-ac47-ecb3162bea98","resolution":{"observed_at":"2026-08-10T20:22:20.213872Z","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":"2026-08-10T20:22:20.452407Z","title":null,"venue":null,"work_id":"893358d0-e3ce-4e92-b1f4-46d42dd5e045","year":2020},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.217059Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:18fd6ab90b804fa726344170031e0acd6428a2fbf083670333bb037905c5b744","observation_id":"186c5538-d254-4f61-bdb3-cdb453d5e891","resolution":{"observed_at":"2026-08-10T20:22:20.456865Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.439526Z","title":"DIRE for diffusion-generated image detection","venue":null,"work_id":"628deab4-e42b-4c19-ac61-fb8dc685736c","year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.219998Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:0ac445666b6135f6debf3a6b26d12565edcf78a12f3faf44378c8239ea685cc1","observation_id":"3c505881-cc9f-4f46-a2c5-0d2a9cc75c08","resolution":{"observed_at":"2026-08-10T20:22:20.443903Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.426922Z","title":null,"venue":null,"work_id":"a4498238-4b49-45ce-87f9-d5944ae6b6b6","year":2022},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.223254Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:61de0e58c3af28ff4b8514e0cea6a2a33f56c78e34ef76a487bbbbbbf7619a8b","observation_id":"911e6ff5-52a6-492b-a002-bc7ed507226a","resolution":{"observed_at":"2026-08-10T20:22:20.431189Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.412024Z","title":"Detecting and simulating artifacts in GAN fake images","venue":null,"work_id":"9f4c0e68-d6cd-4bad-a7fa-103021d50a5c","year":2019},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.226686Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:dcd584339eeda71f8b537b8145283c1e75e278b485df8a95176ead5035a88d03","observation_id":"4f0d3d01-b896-4e41-be90-107ae0658cdc","resolution":{"observed_at":"2026-08-10T20:22:20.416546Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.398560Z","title":"Detecting and simulating artifacts in GAN fake images","venue":null,"work_id":"6304d2b1-e935-44ef-8e6f-07f3924a5341","year":2019},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.230327Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:27414eb13d0493e63caeb25e483c0fbc2de3c236ae07e1e87c2b855f64d63d71","observation_id":"5a000b9a-468a-4a66-a23f-3f093c5bdb0b","resolution":{"observed_at":"2026-08-10T20:22:20.402896Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.12397","last_updated":"2024-03-07T14:26:32Z","snapshot_observed_at":"2026-08-11T02:16:32.297562Z","submitted_at":"2023-11-21T07:12:40Z","title":"PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.12397","snapshot_observed_at":"2026-08-10T20:22:20.234004Z","title":"Patchcraft: Exploring texture patch for efficient ai-generated image detection","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.234004Z"},"links":{"cited_paper":"/paper/2311.12397","citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:fdce4d4db466ec88a7229550fae47616cc0ea11c40ee21cb41f3ab76f506cba9","observation_id":"4ef6ec6b-cd31-4acf-88b8-f6d0ce57463c","resolution":{"observed_at":"2026-08-10T20:22:20.234004Z","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":"2026-08-10T20:22:20.383961Z","title":"Genimage: A million-scale benchmark for detecting ai-generated image","venue":null,"work_id":"1bc26e95-f331-4456-8ab7-d81d472fdd8a","year":2023},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.238056Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:1ffdae8dca44e7ef9e06dd35a856f8bc02ca2a25c5d22f296ed8e03480b975f9","observation_id":"9ac77e7d-3d87-4b2e-80b7-eaa96f9ec777","resolution":{"observed_at":"2026-08-10T20:22:20.389666Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+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":"2026-08-10T20:22:20.241612Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection","version":2},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-10T20:22:20.241612Z"},"links":{"citing_paper":"/paper/2501.08763"},"observation_digest":"sha256:b17779c763da01d33168b0f8bde81fde369e34f608be2f4eed2de393f3cc8970","observation_id":"a868271f-607f-4589-8427-fa1efd9feca2","resolution":{"observed_at":"2026-08-10T20:22:20.241612Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2501.08763","last_updated":"2025-06-12T08:54:03Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-10T23:54:47.075618Z","submitted_at":"2025-01-15T12:33:11Z","title":"Few-Shot Learner Generalizes Across AI-Generated Image Detection"},"reference_resolution":{"displayed":54,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":18,"verified_exact":1,"verified_fuzzy":35},"total_outbound_references":54},"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":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 3 inbound Pith citation observations for arXiv:2501.08763."}