{"as_of":"2026-08-10T02:18:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:4f1839b042a0992f9cc04993f8b3d5900ee1e4e8e9d7b6717205c3b71c3da8fe","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":10,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":10,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":10,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":10,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T21:12:23.115682Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-02T14:07:02.288478Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-08-08T21:12:23.115682Z","title":"Dimodif: Discourse modality-information differentiation for audio-visual deepfake detection and localization","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.05240","last_updated":"2025-02-12T14:43:02Z","snapshot_observed_at":"2026-08-10T00:38:45.519768Z","submitted_at":"2025-02-07T12:18:20Z","title":"Survey on AI-Generated Media Detection: From Non-MLLM to MLLM","version":2},"reference_index":163,"source":"pdf_text","source_observed_at":"2026-08-08T21:12:23.115682Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2502.05240"},"observation_digest":"sha256:72314f1c2bb8651658279a55f0ed5166ab6c2085c0194ec71d4fc80e16d549f4","observation_id":"e2840c89-2355-444f-bdac-136f94fd0a5d","resolution":{"observed_at":"2026-08-08T21:12:23.115682Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-08-07T10:18:37.830717Z","title":"Dimodif: Discourse modality-information differen- tiation for audio-visual deepfake detection and localization.CoRR, abs/2411.10193, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.05851","last_updated":"2025-06-06T08:10:54Z","snapshot_observed_at":"2026-08-09T15:22:48.844177Z","submitted_at":"2025-06-06T08:10:54Z","title":"DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T10:18:37.830717Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2506.05851"},"observation_digest":"sha256:71e4ce83501a5b5a75c6840ba444ade5b672b15574ed1180275ac3018fe40bc3","observation_id":"96394362-d0dc-478a-bf7d-d7b9b080d66c","resolution":{"observed_at":"2026-08-07T10:18:37.830717Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-08-07T05:14:36.277635Z","title":"Dimodif: Discourse modality- information differentiation for audio-visual deepfake detection and lo- calization,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.08493","last_updated":"2025-06-10T06:40:43Z","snapshot_observed_at":"2026-08-09T10:59:03.790444Z","submitted_at":"2025-06-10T06:40:43Z","title":"Context-aware TFL: A Universal Context-aware Contrastive Learning Framework for Temporal Forgery Localization","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T05:14:36.277635Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2506.08493"},"observation_digest":"sha256:eb7b06799f17ad688446c464b563ef6761ca1353f69cd90dbbe3549eab9b3c40","observation_id":"a89fe335-7651-4d5e-a693-ba01739559a8","resolution":{"observed_at":"2026-08-07T05:14:36.277635Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-08-06T14:34:11.191723Z","title":"Dimodif: Discourse modality-information differentiation for audio-visual deepfake detection and localization,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.21157","last_updated":"2025-07-24T22:05:52Z","snapshot_observed_at":"2026-08-08T20:19:48.223638Z","submitted_at":"2025-07-24T22:05:52Z","title":"Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems","version":1},"reference_index":180,"source":"pdf_text","source_observed_at":"2026-08-06T14:34:11.191723Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2507.21157"},"observation_digest":"sha256:d156887ca0b09fe33236432e9ab2d542712f5719e2bf85e08b872d2b76ad9ca5","observation_id":"cb3528dc-8b71-41c0-b153-3295687cd0cb","resolution":{"observed_at":"2026-08-06T14:34:11.191723Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":"2411.10193","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-07-02T14:07:02.288478Z","title":"Dimodif: Discourse modality-information differentiation for audio- visual deepfake detection and localization","venue":null,"work_id":"0ff1ff74-848b-47c0-ad80-ecb37c45864d","year":2024},"citing_paper":{"arxiv_id":"2604.09110","last_updated":"2026-04-10T08:42:31Z","snapshot_observed_at":"2026-08-02T21:48:00.360068Z","submitted_at":"2026-04-10T08:42:31Z","title":"Generalizing Video DeepFake Detection by Self-generated Audio-Visual Pseudo-Fakes","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-10T16:39:31.212977Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2604.09110"},"observation_digest":"sha256:a7dd44bd793e585d981c316b4dddd9eaaa9d225b590704741753a2f38b49f472","observation_id":"4c29502d-5ae7-445d-8642-809ed8fb6505","resolution":{"observed_at":"2026-05-11T08:25:59.992133Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":"2411.10193","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-07-02T14:07:02.288478Z","title":"Dimodif: Discourse modality-information differentiation for audio- visual deepfake detection and localization","venue":null,"work_id":"0ff1ff74-848b-47c0-ad80-ecb37c45864d","year":2024},"citing_paper":{"arxiv_id":"2605.23113","last_updated":"2026-05-22T00:17:16Z","snapshot_observed_at":"2026-07-06T23:33:24.215365Z","submitted_at":"2026-05-22T00:17:16Z","title":"Inconsistency-aware Multimodal Schr\\\"odinger Bridge for Deepfake Localization","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-25T05:19:38.661190Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2605.23113"},"observation_digest":"sha256:6c9783314c058322eb8ea6f5fe66d4b634bd4167701780e0fdbdc3875d521306","observation_id":"b034ae34-662b-41a5-ac29-7e8303e9d928","resolution":{"observed_at":"2026-05-25T05:20:24.495845Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":"2411.10193","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-07-02T14:07:02.288478Z","title":"Dimodif: Discourse modality-information differentiation for audio- visual deepfake detection and localization","venue":null,"work_id":"0ff1ff74-848b-47c0-ad80-ecb37c45864d","year":2024},"citing_paper":{"arxiv_id":"2607.00902","last_updated":"2026-07-01T13:04:35Z","snapshot_observed_at":"2026-07-07T00:06:29.765578Z","submitted_at":"2026-07-01T13:04:35Z","title":"MG-RWKV: Multi-Grained Context-Aware RWKV for Temporal Forgery Localization","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-02T14:03:46.585001Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2607.00902"},"observation_digest":"sha256:bdab8ea3060d7d3c471e3621a64bc0cfe080fa15692aa80aec21aef3ab112e25","observation_id":"739272c8-217b-465e-8123-fb9e5cf0c772","resolution":{"observed_at":"2026-07-02T14:07:02.289977Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-07-11T18:55:21.867598Z","title":"2024.DiModiF: Discourse Modality- Information Differentiation for Audio-Visual Deepfake Detection and Localization","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04472","last_updated":"2026-07-05T19:33:21Z","snapshot_observed_at":"2026-08-08T22:27:28.932513Z","submitted_at":"2026-07-05T19:33:21Z","title":"EVAS: Efficient Multimodal Temporal Forgery Localization via Audio-Visual Synergy and Steered Boundary Calibration","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-11T18:55:21.867598Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2607.04472"},"observation_digest":"sha256:555761f5add5a603a69bd730f3749c83bb7ebac74c178f9d9ab339fa08baa992","observation_id":"37442a88-3105-480f-9aa7-a64e3f0ae0ed","resolution":{"observed_at":"2026-07-11T18:55:21.867598Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-07-11T18:34:29.549966Z","title":"Dimodif: Discourse modality- information differentiation for audio-visual deepfake detection and lo- calization,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04498","last_updated":"2026-07-26T17:52:57Z","snapshot_observed_at":"2026-08-05T00:22:05.736908Z","submitted_at":"2026-07-05T20:51:24Z","title":"UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-11T18:34:29.549966Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2607.04498"},"observation_digest":"sha256:681dd1f34f0ce15458787cc34c1633e179fb4c53dc0a371765d077143e659e56","observation_id":"ed579bdb-c456-4701-acfd-a3a3eded52d6","resolution":{"observed_at":"2026-07-11T18:34:29.549966Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.10193","snapshot_observed_at":"2026-08-02T08:40:52.084084Z","title":"Dimodif: Discourse modality- information differentiation for audio-visual deepfake detection and lo- calization,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04498","last_updated":"2026-07-26T17:52:57Z","snapshot_observed_at":"2026-08-05T00:22:05.736908Z","submitted_at":"2026-07-05T20:51:24Z","title":"UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-02T08:40:52.084084Z"},"links":{"cited_paper":"/paper/2411.10193","citing_paper":"/paper/2607.04498"},"observation_digest":"sha256:d53e52a8a7daa6cc24646ca001c5d72d9fa92094de88bcab50bbd2c41f92f4a5","observation_id":"bd5aa6ed-9377-4bee-8c26-4f1972756867","resolution":{"observed_at":"2026-08-02T08:40:52.084084Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2411.10193/citation-record","integrity":"/paper/2411.10193/integrity","json":"/paper/2411.10193/citation-record.json","paper":"/paper/2411.10193"},"outbound":[],"paper":{"arxiv_id":"2411.10193","last_updated":"2025-04-11T06:56:20Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-09T10:59:48.740594Z","submitted_at":"2024-11-15T13:47:33Z","title":"DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2411.10193."}