{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:RMCELPFSYQPM4XXW56NTOZ65X6","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":"c1ddabbbcfd423a7524ebcad2be19f6001f3e5511c305c88d201edae7e3e845f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-25T09:26:34Z","title_canon_sha256":"a0dc30025217d5516e30553f5302e1b555908d0268c88690afa25c11574ed138"},"schema_version":"1.0","source":{"id":"2411.16217","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.16217","created_at":"2026-07-05T09:40:06Z"},{"alias_kind":"arxiv_version","alias_value":"2411.16217v1","created_at":"2026-07-05T09:40:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.16217","created_at":"2026-07-05T09:40:06Z"},{"alias_kind":"pith_short_12","alias_value":"RMCELPFSYQPM","created_at":"2026-07-05T09:40:06Z"},{"alias_kind":"pith_short_16","alias_value":"RMCELPFSYQPM4XXW","created_at":"2026-07-05T09:40:06Z"},{"alias_kind":"pith_short_8","alias_value":"RMCELPFS","created_at":"2026-07-05T09:40:06Z"}],"graph_snapshots":[{"event_id":"sha256:d8846cea8be340a8882cfd4afe5a9b667290617ec50ffd7ac6743b18bc31f007","target":"graph","created_at":"2026-07-05T09:40:06Z","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/2411.16217/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multiple-in-one image restoration (IR) has made significant progress, aiming to handle all types of single degraded image restoration with a single model. However, in real-world scenarios, images often suffer from combinations of multiple degradation factors. Existing multiple-in-one IR models encounter challenges related to degradation diversity and prompt singularity when addressing this issue. In this paper, we propose a novel multiple-in-one IR model that can effectively restore images with both single and mixed degradations. To address degradation diversity, we design a Local Dynamic Opti","authors_text":"Jiayi Ji, Rongrong Ji, Weijian Ruan, Xiaoshuai Sun, Yuan Meng, Yubin Gu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-25T09:26:34Z","title":"Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.16217","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":"sha256:6327b68dea966a023eba612c636bd6aa6a30bfa3f4d5058c03c6aba275261e20","target":"record","created_at":"2026-07-05T09:40:06Z","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":"c1ddabbbcfd423a7524ebcad2be19f6001f3e5511c305c88d201edae7e3e845f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-25T09:26:34Z","title_canon_sha256":"a0dc30025217d5516e30553f5302e1b555908d0268c88690afa25c11574ed138"},"schema_version":"1.0","source":{"id":"2411.16217","kind":"arxiv","version":1}},"canonical_sha256":"8b0445bcb2c41ece5ef6ef9b3767ddbf811596ec4041ef044eb1a6c234c41fb6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8b0445bcb2c41ece5ef6ef9b3767ddbf811596ec4041ef044eb1a6c234c41fb6","first_computed_at":"2026-07-05T09:40:06.067979Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:40:06.067979Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8QXdXauVjngaQoZSm7nhkz76o4bYrlrwGhfMTz5KTGGx1fC8tRxgmw5bFg1wRh9Y6CAt9zj73xGp3m3Wt7ZRAw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:40:06.068427Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.16217","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6327b68dea966a023eba612c636bd6aa6a30bfa3f4d5058c03c6aba275261e20","sha256:d8846cea8be340a8882cfd4afe5a9b667290617ec50ffd7ac6743b18bc31f007"],"state_sha256":"4d3ead3179ac4b061b0a93395c5793d2626979d178fa1f8aaca6325f9a058e1c"}