{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:622AAK4VNHQ6WG2SE3OJFIP7VQ","short_pith_number":"pith:622AAK4V","schema_version":"1.0","canonical_sha256":"f6b4002b9569e1eb1b5226dc92a1ffac1d56d8f39181d1e063247d88c39b2d4d","source":{"kind":"arxiv","id":"2507.01012","version":1},"attestation_state":"computed","paper":{"title":"DAM-VSR: Disentanglement of Appearance and Motion for Video Super-Resolution","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Feng Gao, Guanying Chen, Kaihao Zhang, Le Li, Shaoshu Yang, Tao Wang, Wenhan Luo, Xiaoming Wei, Yong Zhang, Zhe Kong, Zhuoliang Kang","submitted_at":"2025-07-01T17:59:02Z","abstract_excerpt":"Real-world video super-resolution (VSR) presents significant challenges due to complex and unpredictable degradations. Although some recent methods utilize image diffusion models for VSR and have shown improved detail generation capabilities, they still struggle to produce temporally consistent frames. We attempt to use Stable Video Diffusion (SVD) combined with ControlNet to address this issue. However, due to the intrinsic image-animation characteristics of SVD, it is challenging to generate fine details using only low-quality videos. To tackle this problem, we propose DAM-VSR, an appearance"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2507.01012","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-07-01T17:59:02Z","cross_cats_sorted":[],"title_canon_sha256":"43273bf973e4ce24044672ed066102a0333778726db4f5fc9f3abde308d45ee9","abstract_canon_sha256":"a18c770602e92b8c97c43f52dcae54fa5c62f920c34051b28ec05567eb72f2d4"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:30:19.520287Z","signature_b64":"LJKSCyt0uSmKw82rQILed45DYcGZgld5s9C7wmBoYxi1/xf9nYjb/Ff2qw/mV68EONiIzOYVgjq0831m12JICQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f6b4002b9569e1eb1b5226dc92a1ffac1d56d8f39181d1e063247d88c39b2d4d","last_reissued_at":"2026-07-05T11:30:19.519871Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:30:19.519871Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"DAM-VSR: Disentanglement of Appearance and Motion for Video Super-Resolution","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Feng Gao, Guanying Chen, Kaihao Zhang, Le Li, Shaoshu Yang, Tao Wang, Wenhan Luo, Xiaoming Wei, Yong Zhang, Zhe Kong, Zhuoliang Kang","submitted_at":"2025-07-01T17:59:02Z","abstract_excerpt":"Real-world video super-resolution (VSR) presents significant challenges due to complex and unpredictable degradations. Although some recent methods utilize image diffusion models for VSR and have shown improved detail generation capabilities, they still struggle to produce temporally consistent frames. We attempt to use Stable Video Diffusion (SVD) combined with ControlNet to address this issue. However, due to the intrinsic image-animation characteristics of SVD, it is challenging to generate fine details using only low-quality videos. To tackle this problem, we propose DAM-VSR, an appearance"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.01012","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2507.01012/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2507.01012","created_at":"2026-07-05T11:30:19.519926+00:00"},{"alias_kind":"arxiv_version","alias_value":"2507.01012v1","created_at":"2026-07-05T11:30:19.519926+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.01012","created_at":"2026-07-05T11:30:19.519926+00:00"},{"alias_kind":"pith_short_12","alias_value":"622AAK4VNHQ6","created_at":"2026-07-05T11:30:19.519926+00:00"},{"alias_kind":"pith_short_16","alias_value":"622AAK4VNHQ6WG2S","created_at":"2026-07-05T11:30:19.519926+00:00"},{"alias_kind":"pith_short_8","alias_value":"622AAK4V","created_at":"2026-07-05T11:30:19.519926+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/622AAK4VNHQ6WG2SE3OJFIP7VQ","json":"https://pith.science/pith/622AAK4VNHQ6WG2SE3OJFIP7VQ.json","graph_json":"https://pith.science/api/pith-number/622AAK4VNHQ6WG2SE3OJFIP7VQ/graph.json","events_json":"https://pith.science/api/pith-number/622AAK4VNHQ6WG2SE3OJFIP7VQ/events.json","paper":"https://pith.science/paper/622AAK4V"},"agent_actions":{"view_html":"https://pith.science/pith/622AAK4VNHQ6WG2SE3OJFIP7VQ","download_json":"https://pith.science/pith/622AAK4VNHQ6WG2SE3OJFIP7VQ.json","view_paper":"https://pith.science/paper/622AAK4V","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2507.01012&json=true","fetch_graph":"https://pith.science/api/pith-number/622AAK4VNHQ6WG2SE3OJFIP7VQ/graph.json","fetch_events":"https://pith.science/api/pith-number/622AAK4VNHQ6WG2SE3OJFIP7VQ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/622AAK4VNHQ6WG2SE3OJFIP7VQ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/622AAK4VNHQ6WG2SE3OJFIP7VQ/action/storage_attestation","attest_author":"https://pith.science/pith/622AAK4VNHQ6WG2SE3OJFIP7VQ/action/author_attestation","sign_citation":"https://pith.science/pith/622AAK4VNHQ6WG2SE3OJFIP7VQ/action/citation_signature","submit_replication":"https://pith.science/pith/622AAK4VNHQ6WG2SE3OJFIP7VQ/action/replication_record"}},"created_at":"2026-07-05T11:30:19.519926+00:00","updated_at":"2026-07-05T11:30:19.519926+00:00"}