{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:TBQCTEJYUWOFZ5ZGFG6UZXDHJK","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":"c8e98be33e99e8e631bf29fe7f8246ca9c1041dfb9e67f1acba61c728ee903db","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-02T18:11:20Z","title_canon_sha256":"0c145916c7bf1746e3edc82e3b41f31bbde02acf27993654f4eb28b903a9fd7d"},"schema_version":"1.0","source":{"id":"2606.04107","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.04107","created_at":"2026-06-04T00:06:46Z"},{"alias_kind":"arxiv_version","alias_value":"2606.04107v1","created_at":"2026-06-04T00:06:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.04107","created_at":"2026-06-04T00:06:46Z"},{"alias_kind":"pith_short_12","alias_value":"TBQCTEJYUWOF","created_at":"2026-06-04T00:06:46Z"},{"alias_kind":"pith_short_16","alias_value":"TBQCTEJYUWOFZ5ZG","created_at":"2026-06-04T00:06:46Z"},{"alias_kind":"pith_short_8","alias_value":"TBQCTEJY","created_at":"2026-06-04T00:06:46Z"}],"graph_snapshots":[{"event_id":"sha256:fde9fee7c349d1be541696528fd2920b2d9946b7ac28525a4e5cd382a8092efa","target":"graph","created_at":"2026-06-04T00:06:46Z","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/2606.04107/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Single-image reflection separation is highly challenging under extreme conditions like glare or weak reflections. Existing methods often struggle to recover both layers in glare or weak-reflection scenarios because of insufficient information. This paper presents a diffusion model explicitly fine-tuned for this task, leveraging generative diffusion priors for robust separation. Our method simultaneously generates transmission and reflection layers through a unified diffusion model, incorporating a novel cross-layer self-attention mechanism for better feature disentanglement. We further introdu","authors_text":"Yu-Lun Liu, Yung-Yu Chuang, Zheng-Hui Huang, Zhixiang Wang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-02T18:11:20Z","title":"Reflection Separation from a Single Image via Joint Latent Diffusion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.04107","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":"sha256:961d269eadcda6a176563c62957c9bfa59362174256270c2cb91b75f25601ae6","target":"record","created_at":"2026-06-04T00:06:46Z","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":"c8e98be33e99e8e631bf29fe7f8246ca9c1041dfb9e67f1acba61c728ee903db","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-02T18:11:20Z","title_canon_sha256":"0c145916c7bf1746e3edc82e3b41f31bbde02acf27993654f4eb28b903a9fd7d"},"schema_version":"1.0","source":{"id":"2606.04107","kind":"arxiv","version":1}},"canonical_sha256":"9860299138a59c5cf72629bd4cdc674a9a8efab1d89507a506d3bdb0e5c7b596","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9860299138a59c5cf72629bd4cdc674a9a8efab1d89507a506d3bdb0e5c7b596","first_computed_at":"2026-06-04T00:06:46.878599Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-04T00:06:46.878599Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"1fwp6AMwoS5UE8padnL7QE7KWpq0t+mC4wkRkOxxbQnqAuUIO5anA1EervLDxPG1e51yZsmNG0i0rVnE2e8jAg==","signature_status":"signed_v1","signed_at":"2026-06-04T00:06:46.878975Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.04107","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:961d269eadcda6a176563c62957c9bfa59362174256270c2cb91b75f25601ae6","sha256:fde9fee7c349d1be541696528fd2920b2d9946b7ac28525a4e5cd382a8092efa"],"state_sha256":"82fd8afd907140be105718b1e3cb431a5896d434967f0f7d3cb01c9687bb4e1f"}