{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:2GZD3QNOT7RXGYAQDRZZMG5IDG","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":"5fc7dc83bd7c84d91642e807fea00898e46bd5d4699a53fd98ba60eb7fe78154","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-06-14T07:39:32Z","title_canon_sha256":"0439ef436a6be114e992ae7dc6e4ccc507cb1c38922f29119161de61f838d596"},"schema_version":"1.0","source":{"id":"2606.15648","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.15648","created_at":"2026-06-19T16:12:56Z"},{"alias_kind":"arxiv_version","alias_value":"2606.15648v1","created_at":"2026-06-19T16:12:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.15648","created_at":"2026-06-19T16:12:56Z"},{"alias_kind":"pith_short_12","alias_value":"2GZD3QNOT7RX","created_at":"2026-06-19T16:12:56Z"},{"alias_kind":"pith_short_16","alias_value":"2GZD3QNOT7RXGYAQ","created_at":"2026-06-19T16:12:56Z"},{"alias_kind":"pith_short_8","alias_value":"2GZD3QNO","created_at":"2026-06-19T16:12:56Z"}],"graph_snapshots":[{"event_id":"sha256:504f96b2f230e5ed7018c23afa655ac5ec41e0bdfcb9ca62ca97358b4fdc4893","target":"graph","created_at":"2026-06-19T16:12:56Z","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/2606.15648/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The underwater images are captured within diverse water-medium conditions, leading to complex degradation, including color bias, low contrast, and blur effect. Recently, learning-based methods have demonstrated their potential for underwater image enhancement (UIE). However, most of the previous work focus on the training strategy or network design to make the enhanced result aligned well with the labels in datasets, ignoring that the labels are selected from the enhanced results of previous UIE methods and these pseudo-labels are noisy. Consequently, the performance of their models is not sat","authors_text":"Bing Wang, Chih-Yung Wen, Haochen Hu, Minchen Wei, Yanrui Bin, Zhengyan Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-06-14T07:39:32Z","title":"Fusing Transferred Priors and Physics-based Decomposition for Underwater Image Enhancement"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.15648","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":"sha256:8ccf580b778571079cf741bd4eae4c3b81649b618952b1e2c07451da50a381f0","target":"record","created_at":"2026-06-19T16:12:56Z","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":"5fc7dc83bd7c84d91642e807fea00898e46bd5d4699a53fd98ba60eb7fe78154","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-06-14T07:39:32Z","title_canon_sha256":"0439ef436a6be114e992ae7dc6e4ccc507cb1c38922f29119161de61f838d596"},"schema_version":"1.0","source":{"id":"2606.15648","kind":"arxiv","version":1}},"canonical_sha256":"d1b23dc1ae9fe37360101c73961ba819a407a90625e428ce5aa138eb4711ae5e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d1b23dc1ae9fe37360101c73961ba819a407a90625e428ce5aa138eb4711ae5e","first_computed_at":"2026-06-19T16:12:56.057722Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-19T16:12:56.057722Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"w2rJgZ/X053ZGcQMxuLDNvI6tsaG9VaYtZj1+D/gB8rvSGNXunILOMyYTLMj0fA9OM0RYMGSVUa5RGwSG4GkDQ==","signature_status":"signed_v1","signed_at":"2026-06-19T16:12:56.058099Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.15648","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8ccf580b778571079cf741bd4eae4c3b81649b618952b1e2c07451da50a381f0","sha256:504f96b2f230e5ed7018c23afa655ac5ec41e0bdfcb9ca62ca97358b4fdc4893"],"state_sha256":"84b0dbc67ebf2e99855822fac5254a1771c5c0d833ba21406706225e9148a235"}