{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:CXPCP34Y4R6XAO2WV23VEQUCKD","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":"ef629ea944fdbe2572459fd337744b1e472e42681838927284eca4d61011a74c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-12-08T02:26:03Z","title_canon_sha256":"5154ca3de675f02f1111f0b16d06dba725a0be8712cda5896cc2147bc3604db9"},"schema_version":"1.0","source":{"id":"2012.04170","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2012.04170","created_at":"2026-07-05T01:58:01Z"},{"alias_kind":"arxiv_version","alias_value":"2012.04170v1","created_at":"2026-07-05T01:58:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2012.04170","created_at":"2026-07-05T01:58:01Z"},{"alias_kind":"pith_short_12","alias_value":"CXPCP34Y4R6X","created_at":"2026-07-05T01:58:01Z"},{"alias_kind":"pith_short_16","alias_value":"CXPCP34Y4R6XAO2W","created_at":"2026-07-05T01:58:01Z"},{"alias_kind":"pith_short_8","alias_value":"CXPCP34Y","created_at":"2026-07-05T01:58:01Z"}],"graph_snapshots":[{"event_id":"sha256:383def0d69a50e8385f927a9636bf1e93ac1ae518e12b4d8fe6600a8f0528883","target":"graph","created_at":"2026-07-05T01:58:01Z","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/2012.04170/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Weakly-supervised learning has attracted growing research attention on medical lesions segmentation due to significant saving in pixel-level annotation cost. However, 1) most existing methods require effective prior and constraints to explore the intrinsic lesions characterization, which only generates incorrect and rough prediction; 2) they neglect the underlying semantic dependencies among weakly-labeled target enteroscopy diseases and fully-annotated source gastroscope lesions, while forcefully utilizing untransferable dependencies leads to the negative performance. To tackle above issues, ","authors_text":"Gan Sun, Jiahua Dong, Xiaowei Xu, Yang Cong, Yunsheng Yang, Zhengming Ding","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-12-08T02:26:03Z","title":"Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2012.04170","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":"sha256:009c70fe55410082f5674706b8cba7f429663486863e57943cdba1c8fb120d81","target":"record","created_at":"2026-07-05T01:58:01Z","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":"ef629ea944fdbe2572459fd337744b1e472e42681838927284eca4d61011a74c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-12-08T02:26:03Z","title_canon_sha256":"5154ca3de675f02f1111f0b16d06dba725a0be8712cda5896cc2147bc3604db9"},"schema_version":"1.0","source":{"id":"2012.04170","kind":"arxiv","version":1}},"canonical_sha256":"15de27ef98e47d703b56aeb752428250dfdf5edb6dcf7761d90f7d00ff3a2e52","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"15de27ef98e47d703b56aeb752428250dfdf5edb6dcf7761d90f7d00ff3a2e52","first_computed_at":"2026-07-05T01:58:01.465561Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T01:58:01.465561Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qL7qahGX0nmTtOWK1htmp2U248WjOxMhn84Sci9jPoNEyPqarOEadE8R8aSFYEyDc6iQrepHqMJVAffg2KfmCg==","signature_status":"signed_v1","signed_at":"2026-07-05T01:58:01.466026Z","signed_message":"canonical_sha256_bytes"},"source_id":"2012.04170","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:009c70fe55410082f5674706b8cba7f429663486863e57943cdba1c8fb120d81","sha256:383def0d69a50e8385f927a9636bf1e93ac1ae518e12b4d8fe6600a8f0528883"],"state_sha256":"4f962837a369fbcd2eeaaf1d2335faaf3eb2af4a4ace53381ee407a979916889"}