{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:EP4WMBLTLFIPDM7BH3Z2MACE5R","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":"a70ba2058458af998ceeeab6af7794d9bbb673fcd6819c6c4f850ab4a36768ee","cross_cats_sorted":["cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-04-16T07:25:17Z","title_canon_sha256":"5a20406403f6ef501575a8f61a3d4d3a2a7197a0c3582f1bb93ad91c7b07f137"},"schema_version":"1.0","source":{"id":"2404.10342","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.10342","created_at":"2026-07-05T08:08:29Z"},{"alias_kind":"arxiv_version","alias_value":"2404.10342v1","created_at":"2026-07-05T08:08:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.10342","created_at":"2026-07-05T08:08:29Z"},{"alias_kind":"pith_short_12","alias_value":"EP4WMBLTLFIP","created_at":"2026-07-05T08:08:29Z"},{"alias_kind":"pith_short_16","alias_value":"EP4WMBLTLFIPDM7B","created_at":"2026-07-05T08:08:29Z"},{"alias_kind":"pith_short_8","alias_value":"EP4WMBLT","created_at":"2026-07-05T08:08:29Z"}],"graph_snapshots":[{"event_id":"sha256:86ad47824866a305802951749116ac1809d934e18f57305210e6313258e5273b","target":"graph","created_at":"2026-07-05T08:08:29Z","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/2404.10342/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In reality, images often exhibit multiple degradations, such as rain and fog at night (triple degradations). However, in many cases, individuals may not want to remove all degradations, for instance, a blurry lens revealing a beautiful snowy landscape (double degradations). In such scenarios, people may only desire to deblur. These situations and requirements shed light on a new challenge in image restoration, where a model must perceive and remove specific degradation types specified by human commands in images with multiple degradations. We term this task Referring Flexible Image Restoration","authors_text":"Eng Gee Lim, Jeremy Smith, Ka Lok Man, Rongsheng Hu, Runwei Guan, Tianlang Xue, Weiping Ding, Yutao Yue, Zhuhao Zhou","cross_cats":["cs.MM"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-04-16T07:25:17Z","title":"Referring Flexible Image Restoration"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.10342","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":"sha256:040623339d4ee09133e4b6681739f3f1c2215ae669fb4d80c1d4789e3f367885","target":"record","created_at":"2026-07-05T08:08:29Z","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":"a70ba2058458af998ceeeab6af7794d9bbb673fcd6819c6c4f850ab4a36768ee","cross_cats_sorted":["cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-04-16T07:25:17Z","title_canon_sha256":"5a20406403f6ef501575a8f61a3d4d3a2a7197a0c3582f1bb93ad91c7b07f137"},"schema_version":"1.0","source":{"id":"2404.10342","kind":"arxiv","version":1}},"canonical_sha256":"23f96605735950f1b3e13ef3a60044ec7dac39bea76b78f1ddd294cce372af46","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"23f96605735950f1b3e13ef3a60044ec7dac39bea76b78f1ddd294cce372af46","first_computed_at":"2026-07-05T08:08:29.011441Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:08:29.011441Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"HO3nSm88x6x5UcguzmS38UZ6H8TSxgx1F83Ikms+/PwDrKrbnxr/RR/xd+krXlttaBx1pKpb+BRSsVw5SKCICg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:08:29.011932Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.10342","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:040623339d4ee09133e4b6681739f3f1c2215ae669fb4d80c1d4789e3f367885","sha256:86ad47824866a305802951749116ac1809d934e18f57305210e6313258e5273b"],"state_sha256":"d06be3ff8412a1085e10b53066ba2b317a02b0db2f41c8472fb5f8ba4d190cab"}