{"as_of":"2026-08-05T17:39:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ccca854673bd094267062b99d4872bc0cf5d156d8fc1324e4aaa9c72d36a5c7c","coverage":[{"denominator":69,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":69,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T18:06:06.896112Z","state":"measured"},{"denominator":73,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":73,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":4,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":4,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T00:35:51.415297Z","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":"2026-07-02T02:16:26.524748Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"cited_work":{"arxiv_id":"2604.07763","doi":null,"metadata_source":"pith","pith_arxiv_id":"2604.07763","snapshot_observed_at":"2026-07-02T02:16:26.524748Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","venue":"cs.CV","work_id":"e61b4135-49c6-4b40-a3c2-631cb83d1162","year":2026},"citing_paper":{"arxiv_id":"2605.23478","last_updated":"2026-05-22T10:39:01Z","snapshot_observed_at":"2026-07-06T23:33:39.204744Z","submitted_at":"2026-05-22T10:39:01Z","title":"PhenoYieldNet: Learning Crop-Aware Phenological Responses for Multi-Crop Yield Prediction","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-25T04:32:48.715088Z"},"links":{"cited_paper":"/paper/2604.07763","citing_paper":"/paper/2605.23478"},"observation_digest":"sha256:968e8708754ab99bacc03ba5dfb7c322a60630752ad364facc83e5ea7e462931","observation_id":"1d71f395-478b-40c1-91a7-612a3d610a0a","resolution":{"observed_at":"2026-05-25T04:35:21.100516Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"cited_work":{"arxiv_id":"2604.07763","doi":null,"metadata_source":"pith","pith_arxiv_id":"2604.07763","snapshot_observed_at":"2026-07-02T02:16:26.524748Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","venue":"cs.CV","work_id":"e61b4135-49c6-4b40-a3c2-631cb83d1162","year":2026},"citing_paper":{"arxiv_id":"2606.03160","last_updated":"2026-06-02T05:11:47Z","snapshot_observed_at":"2026-08-03T05:16:40.544103Z","submitted_at":"2026-06-02T05:11:47Z","title":"SRENet: Spectral Re-Entry Network for Point Cloud Action Recognition","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-06-28T11:08:16.333133Z"},"links":{"cited_paper":"/paper/2604.07763","citing_paper":"/paper/2606.03160"},"observation_digest":"sha256:17c233916caad4562e7b4d3949fac70442bc47b6bbf8cc4d5e39f12df756e1e3","observation_id":"6ee076b9-e7fc-4e13-9b2a-de57cca94a0a","resolution":{"observed_at":"2026-07-02T02:16:26.526660Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.07763","snapshot_observed_at":"2026-08-01T01:04:32.012560Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.25962","last_updated":"2026-07-28T16:45:52Z","snapshot_observed_at":"2026-08-02T20:53:08.933338Z","submitted_at":"2026-07-28T16:45:52Z","title":"LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-01T01:04:32.012560Z"},"links":{"cited_paper":"/paper/2604.07763","citing_paper":"/paper/2607.25962"},"observation_digest":"sha256:30029a7c968653901a1490bbaacee83d9f50eb615e360f2517d284331fce8143","observation_id":"883cdd3e-a627-4b05-bba9-5c6a0325bbbd","resolution":{"observed_at":"2026-08-01T01:04:32.012560Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.07763","snapshot_observed_at":"2026-08-05T00:35:51.415297Z","title":"arXiv preprint arXiv:2604.07763 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.00622","last_updated":"2026-08-01T12:27:13Z","snapshot_observed_at":"2026-08-05T17:25:05.190623Z","submitted_at":"2026-08-01T12:27:13Z","title":"A Heuristic Perspective on Debiasing Language Models","version":1},"reference_index":92,"source":"arxiv_source","source_observed_at":"2026-08-05T00:35:51.415297Z"},"links":{"cited_paper":"/paper/2604.07763","citing_paper":"/paper/2608.00622"},"observation_digest":"sha256:980b1c81472e67df249b4501e2fa1f8feeb47e75694f5db1d01d164e06773929","observation_id":"3a635c1d-d45c-49c9-857b-36c87fb63064","resolution":{"observed_at":"2026-08-05T00:35:51.415297Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2604.07763/citation-record","integrity":"/paper/2604.07763/integrity","json":"/paper/2604.07763/citation-record.json","paper":"/paper/2604.07763"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Invariance principle meets information bottleneck for out-of-distribution generalization.Advances in Neural Information Processing Systems, 34:3438–3450","venue":null,"work_id":"b01105e2-f3ff-466d-a2a5-6e74a0415549","year":2021},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:ed40a5f0c6abd5ee671f67c6e49a29e0df9e6a5720603004f16de61686c94f8a","observation_id":"b25df346-83e1-4f33-b20d-7087305c9930","resolution":{"observed_at":"2026-05-17T07:14:13.945234Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Invariance principle meets information bottleneck for out-of-distribution generalization","venue":null,"work_id":"4bd36836-183f-49da-a57b-15a5a3ce3c6e","year":2022},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:a4f4590ddfe17f10339d001ecdadc22105f108a49d68e7b676e00ee438f798e5","observation_id":"b202e129-3c0d-40fb-9bd3-c859491a6a29","resolution":{"observed_at":"2026-05-17T07:14:14.014171Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1907.02893","last_updated":"2020-03-27T19:07:58Z","snapshot_observed_at":"2026-07-06T08:05:24.076802Z","submitted_at":"2019-07-05T15:26:26Z","title":"Invariant Risk Minimization","version":3},"cited_work":{"arxiv_id":"1907.02893","doi":"10.1038/s41591-023-02608-w","metadata_source":"pith","pith_arxiv_id":"1907.02893","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Invariant Risk Minimization","venue":"stat.ML","work_id":"d76c6842-b84d-44ec-bcea-b80cd8d07981","year":2019},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/1907.02893","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:b8ee06d0929cc5a87ee56fe51fd0e79f43ec929d40bd4386296074d9e6d93183","observation_id":"0ace4e1f-d356-479a-84f4-31c449bb53c2","resolution":{"observed_at":"2026-05-12T06:31:53.138762Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Invariant risk minimization","venue":null,"work_id":"8f224208-d18f-4e30-8ec7-b067a49fee43","year":2020},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:401c27fa3b4d46ac74c84739ce812db0e8fe2c8239d6bfe51fe100f375a44555","observation_id":"4c090479-5be1-4fe7-91f9-06416fac2c58","resolution":{"observed_at":"2026-05-17T07:14:13.973595Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-06T18:02:45.794986Z","title":"A theory of learning from different domains.Machine learning, 79(1):151–175","venue":null,"work_id":"75d57d70-42a7-443b-a924-2b60a0b0672d","year":2010},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:959c8b53e01de769150fd15ab0e6603600a6520e1c23ab5d72a4310891fefb9a","observation_id":"44105d90-b11d-4f20-8cfb-14e7e9873d8f","resolution":{"observed_at":"2026-05-17T07:14:14.066262Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Av- deepfake1m++: A large-scale audio-visual deepfake benchmark with real-world perturbations","venue":null,"work_id":"f620da87-0a57-43cc-bda1-883df9d8cc71","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:eab8a25e3f46ffcadbd8ce9069f2d439bb7bf050f2db562fcd079026e44b661d","observation_id":"cc651905-6ca5-4b7f-9307-d08d91b4865a","resolution":{"observed_at":"2026-05-17T07:14:13.952695Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Do you really mean that? content driven audio-visual deepfake dataset and multimodal method for temporal forgery localization","venue":null,"work_id":"b4f9c76e-053d-4135-90da-7952fb4808fc","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:cade92dc9f20f16ca3a0981b59b24aad2c074984844f2093e7b0a47db76c7522","observation_id":"513c7d99-cfb8-4f0b-b35e-748f7a279163","resolution":{"observed_at":"2026-05-17T07:14:14.052062Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Demamba: Ai-generated video detection on million-scale genvideo benchmark","venue":null,"work_id":"478f6c65-6288-4eb9-ab9c-069460ea804e","year":2024},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:7bb939e02eb58949ad7db65b0dcaa7c215dbe38e4d51cd807a5398fd5421bd05","observation_id":"03cc5f70-b31a-403e-b493-0c7fd161e9f3","resolution":{"observed_at":"2026-05-17T07:14:14.048649Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Simmmdg: A simple and effective framework for multi-modal domain generalization.Advances in Neural Information Processing Systems, 36:78674–78695","venue":null,"work_id":"e1dc2637-c1f1-4f35-9d01-96ae36407671","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:2486e12bbebf36616bab4ff0a4d696e2b8d670bb2ef759a7ff45bf7de663c761","observation_id":"b7151f58-6bad-4110-9b5d-5e986aadb2a8","resolution":{"observed_at":"2026-05-17T07:14:13.959722Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"An image is worth 16x16 words: Transformers for image recognition at scale","venue":null,"work_id":"5ed71d4b-c5fe-4c03-9a24-e1e26cf399aa","year":2021},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:2f41521813d0fc5c4da9104f3cac598dec1d80e4dcf86561b937445f77954ceb","observation_id":"d557262c-65a1-4cea-a15f-7e821d1a453c","resolution":{"observed_at":"2026-05-17T07:14:13.988058Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Dna: Uncovering universal latent forgery knowledge","venue":null,"work_id":"3e07c7c9-9f7e-40b3-b596-61be75fa58ff","year":2026},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:afc40ad33b3f549b5d703238730fa904a437f1024131bd2e8949c09fc8bbfeab","observation_id":"f95659cf-e262-4fdd-8763-0b8ba6a35c5c","resolution":{"observed_at":"2026-05-17T07:14:14.131766Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2601.22853","last_updated":"2026-05-13T09:29:36Z","snapshot_observed_at":"2026-07-06T22:43:41.372821Z","submitted_at":"2026-01-30T11:24:43Z","title":"Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification","version":3},"cited_work":{"arxiv_id":"2601.22853","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2601.22853","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Inference-time dynamic modality selection for incomplete multimodal classification","venue":null,"work_id":"abcb0879-b0b0-46ee-b429-352c1331a98a","year":2026},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/2601.22853","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:e1f40925c2015b1cd4b2d75a783d22087d3366fbdf3ae8f13fc48c4ae342fc22","observation_id":"7470047c-5904-4544-8105-13570cd3eb29","resolution":{"observed_at":"2026-05-14T02:55:30.358856Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Pappas, and Bernhard Sch ¨olkopf","venue":null,"work_id":"a39fa21b-5409-4266-b062-7fb008eee4fb","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:3cc8b532ec8956543320fd567a8e064755756536d58337c91bb06db7933e9475","observation_id":"78f9e9b5-9ea2-46fe-b7f4-d48b592e25b7","resolution":{"observed_at":"2026-05-17T07:14:14.062103Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Domain-adversarial training of neural networks","venue":null,"work_id":"e3d793f5-94b3-4c20-95fa-bde90ba44cbf","year":2016},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:1b7222dc4ff45642718982ffb6258987ab1fa19d4164bc31d73713690a9622e2","observation_id":"83f56fd4-5b24-4b7b-ba4e-d58942ae2e2d","resolution":{"observed_at":"2026-05-17T07:14:14.028450Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Imagebind: One embedding space to bind them all","venue":null,"work_id":"742a02cf-34ad-4ddb-8b43-c11ed09838ec","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:8bfa6139f77c8077c6383ffba753fab74845ee4056e96eb5ef987a4094187f71","observation_id":"cd26d6cc-75fa-43a3-9702-f53a778965c6","resolution":{"observed_at":"2026-05-17T07:14:13.937860Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Rethinking vision-language model in face forensics: Multi-modal interpretable forged face detector","venue":null,"work_id":"95186736-6a0c-448e-b28e-1df8a9dd734d","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:42e46fd8a639f9d52b88dd5a5903f7b9b90542be4916745511f70e02404cc9a6","observation_id":"8c703dea-1684-4206-90cf-c333f21959c7","resolution":{"observed_at":"2026-05-17T07:14:14.058773Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.00615","last_updated":"2023-09-01T17:59:47Z","snapshot_observed_at":"2026-07-06T16:13:23.343694Z","submitted_at":"2023-09-01T17:59:47Z","title":"Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following","version":1},"cited_work":{"arxiv_id":"2309.00615","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2309.00615","snapshot_observed_at":"2026-07-04T03:09:29.321784Z","title":"Point-bind & point-llm: Aligning point cloud with multi-modality for 3d understanding, generation, and instruction following","venue":null,"work_id":"99ba2617-dd10-4f2d-bb63-cc88e743aa78","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/2309.00615","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:8fe2fbab2720745ad1bb084c24e50de83707b60011b38a92018279b62e8d3a81","observation_id":"bb3797ac-0573-40bb-893f-d23c12f67e7d","resolution":{"observed_at":"2026-05-11T05:30:59.344899Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-07T12:03:45.683486Z","title":"Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen","venue":null,"work_id":"213db0b4-bdde-4aaa-a387-c3dbb1dfc07b","year":2021},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:d72d16a62a1a92ebcdedaa0db1b3325f9b0db52d51a8ffd7fbb9866b56fff652","observation_id":"102dd398-3c1e-4990-ac4a-973b23632870","resolution":{"observed_at":"2026-05-17T07:14:13.995814Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2510.23095","last_updated":"2026-04-06T07:18:15Z","snapshot_observed_at":"2026-07-06T22:34:08.878520Z","submitted_at":"2025-10-27T08:00:46Z","title":"Revisiting Multimodal Positional Encoding in Vision-Language Models","version":3},"cited_work":{"arxiv_id":"2510.23095","doi":"10.48550/arxiv.2510.23095","metadata_source":"pith","pith_arxiv_id":"2510.23095","snapshot_observed_at":"2026-08-05T02:49:54.815029Z","title":"Revisiting Multimodal Positional Encoding in Vision-Language Models","venue":"cs.CV","work_id":"443ec674-0a33-45a4-9747-0ae438b65222","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/2510.23095","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:7f03ecd84a6f0a4de183a23da2a8c959082cca27773d1842826ded691f04addd","observation_id":"f3e91a80-e873-429b-aee6-90433f0bc0fc","resolution":{"observed_at":"2026-05-11T05:30:59.395170Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Le, Hohyun Na, and Simon S","venue":null,"work_id":"f2ff903c-0f4d-4e5e-88bc-a52cf120620a","year":2026},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:a098368b75615ba5cad235a758699261069dbc2a628110fdd317a5b856e9b194","observation_id":"9f837a80-e9dc-4c35-b184-a9656c3741e6","resolution":{"observed_at":"2026-05-17T07:14:13.980362Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"d263fb62-7c6f-4f44-b281-16252928c570","year":2022},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:e0ff6f62336c6353fc9043cb51933551136664bce5537d0477d6d5aa35a5bc98","observation_id":"b56b5764-249f-4bea-bdaa-f633941144d2","resolution":{"observed_at":"2026-05-17T07:14:14.091755Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Pindrop it! audio and visual deepfake countermeasures for robust detection and fine grained-localization","venue":null,"work_id":"4ee5214e-59e2-47e5-8200-47e2f5c92121","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:67b6cefe438c738ea5516b13d4e0e99ca058d343f08af93893139c101103ebb4","observation_id":"caf02cbb-f1c2-45db-90c5-a020c0ddcf26","resolution":{"observed_at":"2026-05-17T07:14:14.031766Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Uni- formly distributed feature representations for fair and robust learning","venue":null,"work_id":"61703475-c46f-411c-8321-ce000f384d17","year":2024},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:3e99b7ab44196e98108d7fbb82b14199dd571656cfd43321506053b11363ec38","observation_id":"91f31840-6a83-4784-83ee-de82f42e2139","resolution":{"observed_at":"2026-05-17T07:14:14.035209Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Tell me habibi, is it real or fake?","venue":null,"work_id":"949b1a58-fcb7-4ebe-b56b-a33d9406c923","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:37bcaafcd28aecfee96ec837ecac4cf242cef059da4579af0f56142535875e69","observation_id":"9c49702c-f8f7-49fd-b238-821a43deb69e","resolution":{"observed_at":"2026-05-17T07:14:13.948983Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Klassify to verify: Audio-visual deepfake detection using ssl-based audio and handcrafted visual features","venue":null,"work_id":"08395e74-cf4b-4deb-9247-9bfa39c0ed84","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:5f679c835472fc3df4f33b906e7969f3393c54cbac9c90fc2400a05a2323854a","observation_id":"5cc507a7-d6e6-4331-9d89-e02fb25214f8","resolution":{"observed_at":"2026-05-17T07:14:14.084429Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Roy-Chowdhury","venue":null,"work_id":"40c6c2da-577e-47c6-9612-679f76f36a51","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:e234d55072144c0c4706509ed5d9eb26acb953b1d0f62ca2959e062b7bcee660","observation_id":"b1009f5e-acad-45db-be3e-20a0fa2b479e","resolution":{"observed_at":"2026-05-17T07:14:14.004010Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Clip-powered domain generalization and domain adaptation: A comprehensive survey.IEEE Transactions on Pattern Analysis and Machine Intelligence","venue":null,"work_id":"d349ea60-ecba-4d0d-a1c8-19fe18ad0f72","year":2026},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:cf06f4d8ea090e7c5067e65fd81051a8280a1347272cdf642b610d5a51d19b1d","observation_id":"310babe7-6b08-42eb-a47d-3f7fe89de9d6","resolution":{"observed_at":"2026-05-17T07:14:14.099406Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-09T17:26:26.008128Z","title":"Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models","venue":null,"work_id":"4819f738-f69f-49dd-8bed-404f647de63a","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:434ac551d28e8e215b0d560408c8c309106eed9a3d2e362189e746e7d4d58d7a","observation_id":"8b148b29-f555-4123-8749-ca29dd42c545","resolution":{"observed_at":"2026-05-17T07:14:14.070285Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep domain generalization via conditional invariant adversarial networks","venue":null,"work_id":"60414777-6299-4eb9-9dec-e546ee476e15","year":2018},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:4fab73b5c3d0c079777b3bf2a83ab7588545e95315f595988a5acff03adef604","observation_id":"350f4799-cb07-4ad0-ac37-68247bee2438","resolution":{"observed_at":"2026-05-17T07:14:14.125329Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep domain generalization via conditional invariant adversarial networks","venue":null,"work_id":"6b6094b9-c9bc-48d5-b436-bfdda32f02b8","year":2018},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:2a662e14ceeb9a1119bd71289877cdb24463c5047cd69a4bc61c2fc5313b34e1","observation_id":"8d9bcbd4-d97f-4fde-87fd-875e64227bd9","resolution":{"observed_at":"2026-05-17T07:14:14.107233Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Celeb-df: A large-scale challenging dataset for deepfake forensics","venue":null,"work_id":"20aeff38-e894-49be-897c-69bbb06550c6","year":2020},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:7a9ef0dee7c987df3aa7cfabeb6f594f82f343ea0f5e5a9e3efcf8d11981340a","observation_id":"6399fce7-61e7-4286-9fa8-8a39a1e78363","resolution":{"observed_at":"2026-05-17T07:14:13.984541Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.18015","last_updated":"2025-07-24T01:12:28Z","snapshot_observed_at":"2026-08-04T22:37:10.229866Z","submitted_at":"2025-07-24T01:12:28Z","title":"Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics","version":1},"cited_work":{"arxiv_id":"2507.18015","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.18015","snapshot_observed_at":"2026-07-04T15:49:57.147382Z","title":"Celeb-df++: A large-scale chal- lenging video deepfake benchmark for generalizable forensics","venue":null,"work_id":"7c7f37db-21b1-4803-b300-e269e45f3990","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/2507.18015","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:d815c34bf60cdd520b79d0f34d3257ffc227753a0a1805b31e2b0d32ad67f117","observation_id":"298a7bfb-83e2-4c95-9b23-189b288c67dc","resolution":{"observed_at":"2026-05-11T05:30:59.318904Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Towards modality generalization: A benchmark and prospective analysis","venue":null,"work_id":"7e9a35be-a966-4bd9-bf28-17dc51f1db4f","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:87f51f595cbe166972998e408ec29e3c79309a6175d5f7740564843f00a91dac","observation_id":"1af64db4-4673-47b2-a14f-90d161ff4dff","resolution":{"observed_at":"2026-05-17T07:14:14.118432Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2503.14963","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-03T16:58:42.922257Z","title":"Continual multimodal contrastive learning","venue":null,"work_id":"3237005b-689c-46fb-a137-8ea5f906e91d","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:0c43c7c4f15e45fca1e7402b15f40066aa9082f4c35d99cc1e37e148eac964c9","observation_id":"ac7d4de5-ff0f-45fa-a7d1-19764e1ed456","resolution":{"observed_at":"2026-05-11T05:30:59.403304Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Unibind: Llm- augmented unified and balanced representation space to bind them all","venue":null,"work_id":"aa32112f-1c12-4825-904d-367325608b4f","year":2024},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:5dfd1e9f5705f9ee59922d68c901361477e0fc28137bc317ae2685c603834291","observation_id":"95cfcce9-4971-4741-8249-0e792db000cb","resolution":{"observed_at":"2026-05-17T07:14:14.128499Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Detecting deepfakes and false ads through analysis of text and social engineering techniques","venue":null,"work_id":"556ffe52-1f3d-45a3-abaf-c42dcff50053","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:e2a6e7f80f77fe96908cbd446796a866d6de6d5d16b90ccadeaf7c30b175cfab","observation_id":"7a38082d-3db0-455b-badc-85305c6e9972","resolution":{"observed_at":"2026-05-17T07:14:14.038699Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Reducing domain gap by reducing style bias","venue":null,"work_id":"6e3779e8-748c-42da-91b9-ce650117449e","year":2021},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:6c903c237225bba92cef19430cd47474bd30ad490fccaee5d67461cf56cabe1f","observation_id":"5b16172d-a330-4a5d-9100-3b0ca111e7cf","resolution":{"observed_at":"2026-05-17T07:14:14.080579Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Domain adaptation via transfer component analysis.IEEE transactions on neural networks, 22(2):199–210","venue":null,"work_id":"11510362-5ddc-4f7e-83af-f04d2293a220","year":2010},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:5833a298363ba65b5789e2ea2a4f1b8b4dd852df79d808b92c7e1fd198717aab","observation_id":"c58c7cf8-9c9b-4ab9-a9cb-a81260722766","resolution":{"observed_at":"2026-05-17T07:14:14.139685Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Balanced multimodal learning via on-the-fly gradient modulation","venue":null,"work_id":"447dea5c-8af0-4f10-9c1a-8a7869c95318","year":2022},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:d473bf4f31ea8b74db258d4e4e3fda008f66ff4ee72ba446402be91ffd9618e8","observation_id":"5e990a3c-c3c2-4d66-80e8-97a6c23729ef","resolution":{"observed_at":"2026-05-17T07:14:13.970477Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.11892","last_updated":"2026-04-11T05:18:32Z","snapshot_observed_at":"2026-07-06T20:53:04.582301Z","submitted_at":"2025-03-14T21:47:48Z","title":"DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning","version":3},"cited_work":{"arxiv_id":"2503.11892","doi":null,"metadata_source":"pith","pith_arxiv_id":"2503.11892","snapshot_observed_at":"2026-07-02T20:27:22.635470Z","title":"DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning","venue":"cs.CV","work_id":"3d0b2d39-4c98-43a6-a8da-33d014925d45","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/2503.11892","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:7821d1c44f4bd00d63b88fb375b0e0a95e814c5f1f7b21f93af0ee578b277ef3","observation_id":"a6147dc1-0c28-4e95-a5f7-e64315490f01","resolution":{"observed_at":"2026-05-11T05:30:59.412573Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Scaling up ai-generated image detection via generator-aware prototypes","venue":null,"work_id":"d1626f8b-e6e8-4be4-92c2-ef3569ec4618","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:4ef21193016908a621c392c104cf97346a57fbd38252afb7b69e999de90bc09a","observation_id":"5caff446-8552-435d-a731-c6f188bfa570","resolution":{"observed_at":"2026-05-17T07:14:13.956148Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-09T07:16:04.687562Z","title":"Learning transferable visual models from natural language supervision","venue":null,"work_id":"ad3e05b3-af3a-4fa2-ab30-c45f9f403277","year":2021},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:cd162318cbf895336152f4b2b6efa25119cd8e96326c86d05bc059ac16b48fb4","observation_id":"e3190419-ad62-4511-990a-8cb4ae95c520","resolution":{"observed_at":"2026-05-17T07:14:14.000607Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-09T04:45:59.161503Z","title":null,"venue":null,"work_id":"bc3e020b-3f4c-4945-9cb5-b17e54dfa7d7","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:5be33942a27459692453bb4436de231927e2672c9b0b3c81dc7189f2c4d9f537","observation_id":"07f98060-6f64-4f44-bc2a-823fb7502f61","resolution":{"observed_at":"2026-05-17T07:14:14.025001Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Maddison","venue":null,"work_id":"1a4d49ce-f7c5-4fba-90e7-f37f0bd433dd","year":2022},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:8ed155fa28b8066fe7a94b084bbef50ad550d736e6f045a85117e91f9b0fe19e","observation_id":"6215ecdf-e523-4c1a-aa33-d065b679e135","resolution":{"observed_at":"2026-05-17T07:14:14.114762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Detecting and grounding multi-modal media manipulation and beyond","venue":null,"work_id":"1dfd3ddf-9a1b-41d5-ab4e-9651e0809a3c","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:49cb7b96ad500043c81da96f66a413605d44db0dfbeed9ca181bc9615fe0ff0c","observation_id":"ba2d260b-53e6-4e8b-884f-c50f17153d63","resolution":{"observed_at":"2026-05-17T07:14:14.010845Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"How to bridge the gap between modalities: Survey on multimodal large language model","venue":null,"work_id":"cf34d90c-bd3e-4f30-a272-34c1ce910908","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:218531fbd28f95c7e7ad6ceb95ea8b006c743120ee8d7c845ce85f961bafbff7","observation_id":"493db4c2-bae1-4c2f-bf22-16714841ed15","resolution":{"observed_at":"2026-05-17T07:14:14.041930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"On learning multi-modal forgery representation for diffusion generated video detection","venue":null,"work_id":"f3954100-cdba-4b8c-a78c-7d7b62710230","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:4bfb69790950ad3465f7aaa1995d804aa4dfb1ac92c067f4a1f288856db579c6","observation_id":"701ab9b8-4179-49dc-be2f-d0a60d371a1b","resolution":{"observed_at":"2026-05-17T07:14:13.966994Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Omnivec2-a novel transformer based network for large scale multimodal and multitask learning","venue":null,"work_id":"0c7d9b37-7b9a-4054-8363-9ebc92cf46cc","year":2024},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:08264c01b92606d2afd49ca552750bd52595b5fa3d7c1416c09a1404881c3f1c","observation_id":"a448be66-3e9c-4c8d-8a96-09d20485a64a","resolution":{"observed_at":"2026-05-17T07:14:14.136094Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"ce281098-c5e4-4a4e-97b5-4e88703d8e61","year":2024},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:ab762b643fb6284fc2fad7ec3c900a38abb017fb69274397dbae0c873d21a5b6","observation_id":"466ca173-af31-4317-bdfc-fb53994c34b7","resolution":{"observed_at":"2026-05-17T07:14:13.941179Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Principles of risk minimization for learning theory","venue":null,"work_id":"9af7079b-d810-4968-a2e0-b57938ee22d8","year":1991},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:8589e47fefd4ae7418af1d8704348539b09471974232c3cee7fdd417c6dad8cd","observation_id":"a106ac50-80e4-4e96-be40-4f0429f4a0a8","resolution":{"observed_at":"2026-05-17T07:14:14.073595Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"GLUE: A multi-task benchmark and analysis platform for natural language understanding","venue":null,"work_id":"071fde45-2862-491d-b164-092eff2fb55a","year":2018},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:0d714d6f7e0d5b42e72a8241cef327ab6ea22863b716243bc46962a8a834ae1c","observation_id":"a57397e1-5dee-4ea2-b19f-10a038b8e35b","resolution":{"observed_at":"2026-05-17T07:14:14.077023Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Generalizing to unseen domains: A survey on domain generalization.IEEE transactions on knowledge and data engineering, 35(8):8052–8072","venue":null,"work_id":"2f3f9771-9a23-4db5-8df6-cfd152140e55","year":2022},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:9f8a7f282ae4dfee8324dc3756463b31864351c3f2b21f581fbaaad62693614d","observation_id":"ca4ab7fc-9726-48db-8f77-03c4fc5a0c0a","resolution":{"observed_at":"2026-05-17T07:14:14.122018Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.11172","last_updated":"2023-05-18T17:59:06Z","snapshot_observed_at":"2026-08-05T16:34:22.561102Z","submitted_at":"2023-05-18T17:59:06Z","title":"ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities","version":1},"cited_work":{"arxiv_id":"2305.11172","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2305.11172","snapshot_observed_at":"2026-07-03T17:18:43.921976Z","title":"ONE-PEACE: exploring one general representation model toward unlimited modalities","venue":null,"work_id":"990fcbac-a737-402e-98b0-83889ad49ae3","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/2305.11172","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:6547963d6d002ef0c8576abdb9ad3b81f91c584030ea0ef0bf8a6ef1ca8ae58a","observation_id":"5388d1f0-f4e7-44bd-a53a-13efea08fc65","resolution":{"observed_at":"2026-05-11T05:30:59.423601Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Modality-balanced collaborative distillation for multi-modal domain generalization","venue":null,"work_id":"b8957d8a-9227-48d7-b903-5dbdf67377f4","year":2026},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:24868ff46e4cecd569a7f69276245a8693239456d8932c7a7847f5e5b8997ea5","observation_id":"f4ec804a-371b-4567-89fd-c90c3f2e68fb","resolution":{"observed_at":"2026-05-17T07:14:13.991794Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Asvspoof 5: Crowdsourced speech data, deepfakes, and adversarial attacks at scale","venue":null,"work_id":"4bee82c0-defc-45c2-bebd-38360610698e","year":2024},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:5bb3a0ec448d0eb8b27a072acfe98dba6670e1f9a1abe02d1d6a6648369ca732","observation_id":"6e040a97-97e1-4c05-8430-90bf6a8252e7","resolution":{"observed_at":"2026-05-17T07:14:14.087972Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.08960","last_updated":"2024-06-11T17:01:02Z","snapshot_observed_at":"2026-07-06T17:29:51.807428Z","submitted_at":"2024-02-14T06:01:44Z","title":"Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision","version":2},"cited_work":{"arxiv_id":"2402.08960","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2402.08960","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Open-vocabulary segmentation with unpaired mask-text supervision","venue":null,"work_id":"19128d34-c2f1-475a-945c-67547f50f5c9","year":2024},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/2402.08960","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:8e10afb80b1f2fc60058399c98c02351df405037f662a2aa00df136b0c0feb64","observation_id":"adeac93b-4546-4ca7-aa86-b742dc7ddac0","resolution":{"observed_at":"2026-05-11T05:30:59.326627Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Indirect alignment and relationships preservation for domain generalization","venue":null,"work_id":"4f7394da-848d-4376-8fd5-4263551d67cf","year":2054},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:f69632d8ea984a5de3d37fced477b90aa85d90356ad99c5d98b2dc0dd720cbfb","observation_id":"3cd3b39f-79d5-46ec-a268-b73427e94afd","resolution":{"observed_at":"2026-05-17T07:14:14.055322Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Spot the fake: Large multimodal model-based synthetic image detection with artifact explanation","venue":null,"work_id":"38db26a8-4b2e-45d0-be67-3c21909b5fe3","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:a76c3021756e98a84adeb52cedb5fcc8c4a7a937252e01dcf208abd5dc7fe4e1","observation_id":"f6982b9e-e5d0-4a55-876e-9b7fdb03f80d","resolution":{"observed_at":"2026-05-17T07:14:13.977077Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Mare: Multi- modal alignment and reinforcement for explainable deepfake detection via vision-language models","venue":null,"work_id":"e533b7e2-5962-4230-bb7e-66864b30c800","year":2026},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:61b1ae9f7ed24a1d189059c9e9a5aeb0c3c762944a471b0c86e6b816810fe7d1","observation_id":"deb1ba75-3f2e-43d9-8737-1d8fabb35c3b","resolution":{"observed_at":"2026-05-17T07:14:14.111414Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Improve unsupervised domain adaptation with mixup training","venue":null,"work_id":"d3d5df92-f982-4a9f-8f4c-a978791263a1","year":2020},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:5e0e1c79a5225fc20602cff84a6d4e5dd0bb36f8925ea2881d53cfe46f6e137b","observation_id":"bc5e2b5b-6f42-40b1-bc2d-e6888aa73714","resolution":{"observed_at":"2026-05-17T07:14:14.045397Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Facilitating multimodal classification via dynamically learning modality gap","venue":null,"work_id":"ab77deea-ce2f-4379-8f5c-52b6e39829ba","year":2024},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:e0b3c305f106549df2c08e8691afcd87aa7df2359c243cb906ec7d659bebcee7","observation_id":"981d0e8e-1b7a-45f3-84f4-dd32411f9cc3","resolution":{"observed_at":"2026-05-17T07:14:13.963280Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Multimodal aligned semantic knowledge for unpaired image-text matching","venue":null,"work_id":"2b584185-c276-4590-8a10-e4a0f5fd4ef5","year":null},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:47607d07c569c5b7083c06c5b33faea2b6358527e0a4a99aa0ed4bcb61e0fd66","observation_id":"41d421a4-0dcd-4d2a-97d2-910d07254396","resolution":{"observed_at":"2026-05-17T07:14:14.103300Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Unlocking the capabilities of large vision-language models for generalizable and explainable deepfake detection","venue":null,"work_id":"ec7a6288-7f63-431e-88b6-7b03cadec7b6","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:e827f8969152824dc0d82e91353946444a9c8a24809a6117a2af0d79359a6421","observation_id":"57d792bf-1cad-4440-8567-37951a4d4abc","resolution":{"observed_at":"2026-05-17T07:14:14.143167Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1710.09412","last_updated":"2018-04-27T21:39:25Z","snapshot_observed_at":"2026-07-06T06:06:04.571585Z","submitted_at":"2017-10-25T18:30:49Z","title":"mixup: Beyond Empirical Risk Minimization","version":2},"cited_work":{"arxiv_id":"1710.09412","doi":"10.48550/arxiv.1710.09412","metadata_source":"pith","pith_arxiv_id":"1710.09412","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"mixup: Beyond Empirical Risk Minimization","venue":"cs.LG","work_id":"7f61d5d0-82cd-471c-9ea6-17c31d56d24e","year":2017},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/1710.09412","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:2134562015a9765bde27cd2259b528ea7fb94aba90cbfe0f151eca3edcf4781e","observation_id":"a7b1f052-20c3-41b4-a3b3-74a9a2f2c6c3","resolution":{"observed_at":"2026-05-12T15:34:18.648384Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deepfakebench-mm: A comprehensive benchmark for multimodal deepfake detection","venue":null,"work_id":"739744e7-ac83-4404-bed5-537a1b5bc9f9","year":2025},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:15f27ac2f1c384610e955f7192d620ced4f43ba117d92517ad379869e404c4cc","observation_id":"93fafaea-a5d7-40ea-8002-63e1893fbd0f","resolution":{"observed_at":"2026-05-17T07:14:14.007452Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep domain-adversarial image generation for domain generalisation","venue":null,"work_id":"fc16fba7-ada7-40d8-a37c-d9f47ac396bc","year":2020},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:362c95c97bed148ee2d1bd22d80758829166cd94a848f0271b8c524568feb775","observation_id":"55425986-5797-4299-99b1-24af97ffba3c","resolution":{"observed_at":"2026-05-17T07:14:14.017757Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Joint audio-visual deepfake detection","venue":null,"work_id":"f90ec9f1-a3ca-4574-97a7-33001299b5c8","year":2021},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:0405770b484180118837412a8e6f2d2c94490271e3c862ce4c22afd1de764590","observation_id":"5018d297-217d-459a-bf63-b1e527f0b7da","resolution":{"observed_at":"2026-05-17T07:14:14.095649Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.01852","last_updated":"2024-01-22T03:11:15Z","snapshot_observed_at":"2026-08-02T22:12:20.187464Z","submitted_at":"2023-10-03T07:33:27Z","title":"LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment","version":7},"cited_work":{"arxiv_id":"2310.01852","doi":null,"metadata_source":"pith","pith_arxiv_id":"2310.01852","snapshot_observed_at":"2026-07-09T11:16:11.487266Z","title":"LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment","venue":"cs.CV","work_id":"6ac9f10d-021b-4fb0-baeb-c11f5770c53d","year":2023},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"cited_paper":"/paper/2310.01852","citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:632b24cf9e764bccf77fb4d44ab7a142d21df962687789b9f172cb83fe948c8d","observation_id":"4c3688ba-6136-427e-b24a-f860bc6a1cea","resolution":{"observed_at":"2026-05-17T03:27:59.688360Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"meta-distribution","venue":null,"work_id":"00e4863f-ae8f-4570-8d84-f3ed02aaa7be","year":null},"citing_paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-05-10T18:06:06.896112Z"},"links":{"citing_paper":"/paper/2604.07763"},"observation_digest":"sha256:57deeace5bbd3be1e2499bf4189c01cbf66e928eb52c9f17ccac7b58b778b7c9","observation_id":"15d122e2-b89e-41f0-b0e7-db29a918a8a2","resolution":{"observed_at":"2026-05-17T07:14:14.021171Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2604.07763","last_updated":"2026-04-09T03:35:21Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-07-06T22:57:00.904627Z","submitted_at":"2026-04-09T03:35:21Z","title":"Beyond Surface Artifacts: Capturing Shared Latent Forgery Knowledge Across Modalities"},"reference_resolution":{"displayed":69,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":3,"verified_exact":11,"verified_fuzzy":55},"total_outbound_references":69},"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":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 4 inbound Pith citation observations for arXiv:2604.07763."}