{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:LAGQRCMATR3EQAKKCVFIGFVYBP","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":"fc3256298027468ff19b2d18ec7de3d0068d6e5e89ad8dfc4f3a587e9c64d3f2","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-26T14:12:33Z","title_canon_sha256":"df5f0067cd0a5dea1204f38426a86749369e68fb2e6bf8a05f8c2c78a590f65a"},"schema_version":"1.0","source":{"id":"2606.28112","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.28112","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"arxiv_version","alias_value":"2606.28112v1","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.28112","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"pith_short_12","alias_value":"LAGQRCMATR3E","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"pith_short_16","alias_value":"LAGQRCMATR3EQAKK","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"pith_short_8","alias_value":"LAGQRCMA","created_at":"2026-06-29T01:15:06Z"}],"graph_snapshots":[{"event_id":"sha256:29c97bcd894b9a3a810f2a087229ae8f5252a51ed08945f9fab0b16619a2dda4","target":"graph","created_at":"2026-06-29T01:15:06Z","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/2606.28112/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Degradation-aware prompts, conditions, and latent priors are increasingly used in image restoration, yet they are usually judged by a single endpoint: whether the restored image obtains higher PSNR. This is a weak test of semantics. A condition can help by adding capacity, acting as a global correction bias, or exploiting dataset shortcuts, without becoming an interpretable degradation prior. We propose BiDeMem, a bidirectional degradation memory for explainable image restoration. A query built from restoration features and input statistics retrieves a compact top-k subset of memory slots. The","authors_text":"Lichen Huang, Xinrui Wu","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-26T14:12:33Z","title":"BiDeMem: Bidirectional Degradation Memory for Explainable Image Restoration"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.28112","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":"sha256:7f9361d1d0e0344708acb7682de4713a8b04492a0e0aad4180b8643ed51afc7e","target":"record","created_at":"2026-06-29T01:15:06Z","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":"fc3256298027468ff19b2d18ec7de3d0068d6e5e89ad8dfc4f3a587e9c64d3f2","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-26T14:12:33Z","title_canon_sha256":"df5f0067cd0a5dea1204f38426a86749369e68fb2e6bf8a05f8c2c78a590f65a"},"schema_version":"1.0","source":{"id":"2606.28112","kind":"arxiv","version":1}},"canonical_sha256":"580d0889809c7648014a154a8316b80bffe883bea9627821970791cb1fc78a39","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"580d0889809c7648014a154a8316b80bffe883bea9627821970791cb1fc78a39","first_computed_at":"2026-06-29T01:15:06.385160Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-29T01:15:06.385160Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"UsOW3eN01h6sj/41PCwHYToKxHNkkpGsv1WAXzDIlwD3tGKqCEfwJWd+ERqF1U/DvRX0eQn5/yhl4CcyWqodCw==","signature_status":"signed_v1","signed_at":"2026-06-29T01:15:06.385608Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.28112","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7f9361d1d0e0344708acb7682de4713a8b04492a0e0aad4180b8643ed51afc7e","sha256:29c97bcd894b9a3a810f2a087229ae8f5252a51ed08945f9fab0b16619a2dda4"],"state_sha256":"6b87ee0a9b8e396bf01912ed3841ef620819e5da0b74a002a4ca5a006e9ad585"}