{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:KBDQD5KEEREDXKLIBYX4AYNMST","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"2e9a8291e71022b9ef88bd622a6d44c2ab30d97c1feab39499cb450358613a2a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-02-03T23:19:54Z","title_canon_sha256":"624bc4fd109113529e18b38bf1db6d7610b626ce15e0130c71ac0707d341dba8"},"schema_version":"1.0","source":{"id":"2402.02298","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.02298","created_at":"2026-07-05T07:41:13Z"},{"alias_kind":"arxiv_version","alias_value":"2402.02298v1","created_at":"2026-07-05T07:41:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.02298","created_at":"2026-07-05T07:41:13Z"},{"alias_kind":"pith_short_12","alias_value":"KBDQD5KEERED","created_at":"2026-07-05T07:41:13Z"},{"alias_kind":"pith_short_16","alias_value":"KBDQD5KEEREDXKLI","created_at":"2026-07-05T07:41:13Z"},{"alias_kind":"pith_short_8","alias_value":"KBDQD5KE","created_at":"2026-07-05T07:41:13Z"}],"graph_snapshots":[{"event_id":"sha256:65cf460c66ae10bcc733804025b4364da7aee7828dd2aca773fa8690e824daf9","target":"graph","created_at":"2026-07-05T07:41:13Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2402.02298/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recently, large models (Segment Anything model) came on the scene to provide a new baseline for polyp segmentation tasks. This demonstrates that large models with a sufficient image level prior can achieve promising performance on a given task. In this paper, we unfold a new perspective on polyp segmentation modeling by leveraging the Depth Anything Model (DAM) to provide depth prior to polyp segmentation models. Specifically, the input polyp image is first passed through a frozen DAM to generate a depth map. The depth map and the input polyp images are then concatenated and fed into a convolu","authors_text":"Chen Wu, Wei Wang, Xiuyi Jia, Yeying Jin, Zhuoran Zheng","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-02-03T23:19:54Z","title":"Polyp-DAM: Polyp segmentation via depth anything model"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.02298","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:0f4991a5d11573d1d69b6d91bcab81c33cdc03ad87d098b21c9c2aead461a736","target":"record","created_at":"2026-07-05T07:41:13Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"2e9a8291e71022b9ef88bd622a6d44c2ab30d97c1feab39499cb450358613a2a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-02-03T23:19:54Z","title_canon_sha256":"624bc4fd109113529e18b38bf1db6d7610b626ce15e0130c71ac0707d341dba8"},"schema_version":"1.0","source":{"id":"2402.02298","kind":"arxiv","version":1}},"canonical_sha256":"504701f54424483ba9680e2fc061ac94d042ad088b93de559bd510192a7bc7df","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"504701f54424483ba9680e2fc061ac94d042ad088b93de559bd510192a7bc7df","first_computed_at":"2026-07-05T07:41:13.100528Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:41:13.100528Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ermOjrbR9Y++JcXpy47a+mcHrqIVvvdEWqZOLZJ0t9TklYJiQ62NjSH3f5yWSCMK+zy8H7Ssd/0JsJ34HM7SDw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:41:13.100911Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.02298","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0f4991a5d11573d1d69b6d91bcab81c33cdc03ad87d098b21c9c2aead461a736","sha256:65cf460c66ae10bcc733804025b4364da7aee7828dd2aca773fa8690e824daf9"],"state_sha256":"20c08152e13dbee6932482aa7d2f29f26e4cb9ace2a5eafd0c9254413b98c02f"}