{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:D3RQKBZULK5NMVOLYNSC7URUKW","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":"1fa3fa9f3566acc79e7cb81a340736cda4a5d352d64bdc7ecb5199b1ae85119c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-12T17:59:08Z","title_canon_sha256":"f8ada2bb8f64a281e695a916bb02082c1c46663f47dbf0ed857c68ad7eced060"},"schema_version":"1.0","source":{"id":"2602.12221","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.12221","created_at":"2026-06-03T02:05:45Z"},{"alias_kind":"arxiv_version","alias_value":"2602.12221v2","created_at":"2026-06-03T02:05:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.12221","created_at":"2026-06-03T02:05:45Z"},{"alias_kind":"pith_short_12","alias_value":"D3RQKBZULK5N","created_at":"2026-06-03T02:05:45Z"},{"alias_kind":"pith_short_16","alias_value":"D3RQKBZULK5NMVOL","created_at":"2026-06-03T02:05:45Z"},{"alias_kind":"pith_short_8","alias_value":"D3RQKBZU","created_at":"2026-06-03T02:05:45Z"}],"graph_snapshots":[{"event_id":"sha256:3dc6f0e5378dd2b1703b4c5b480ea04c282dfaed9f0312bf3fd8950809893b9b","target":"graph","created_at":"2026-06-03T02:05:45Z","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/2602.12221/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We propose UniDFlow, a unified discrete flow-matching framework for multimodal understanding, generation, and editing. It decouples understanding and generation via task-specific low-rank adapters, avoiding objective interference and representation entanglement, while a novel reference-based multimodal preference alignment optimizes relative outcomes under identical conditioning, improving faithfulness and controllability without large-scale retraining. UniDFlpw achieves SOTA performance across eight benchmarks and exhibits strong zero-shot generalization to tasks including inpainting, in-cont","authors_text":"Adheesh Juvekar, Gayatri Deshmukh, Inderjit S Dhillon, Ismini Lourentzou, Jiaxun Zhang, Kiet A. Nguyen, Lin Chai, Onkar Susladkar, Sparsh Mittal, Tianshu Bao, Tushar Prakash","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-12T17:59:08Z","title":"Best of Both Worlds: Multimodal Reasoning and Generation via Unified Discrete Flow Matching"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.12221","kind":"arxiv","version":2},"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:f7f3faf971a3a56cf1374e5bdca06a931bad89c7c0a450bcba3b8bf54aa579b5","target":"record","created_at":"2026-06-03T02:05:45Z","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":"1fa3fa9f3566acc79e7cb81a340736cda4a5d352d64bdc7ecb5199b1ae85119c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-12T17:59:08Z","title_canon_sha256":"f8ada2bb8f64a281e695a916bb02082c1c46663f47dbf0ed857c68ad7eced060"},"schema_version":"1.0","source":{"id":"2602.12221","kind":"arxiv","version":2}},"canonical_sha256":"1ee30507345abad655cbc3642fd23455a68396bed1b1587f3038abdca81bc867","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1ee30507345abad655cbc3642fd23455a68396bed1b1587f3038abdca81bc867","first_computed_at":"2026-06-03T02:05:45.849567Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-03T02:05:45.849567Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JdhZ+BH1aapn03cbVVeLtP+3xAxdS+Xviezx+7c9rBvDve7xvK9MJRm4onsMhlIre0hi11AltAgz5RzQyYIoAg==","signature_status":"signed_v1","signed_at":"2026-06-03T02:05:45.850004Z","signed_message":"canonical_sha256_bytes"},"source_id":"2602.12221","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f7f3faf971a3a56cf1374e5bdca06a931bad89c7c0a450bcba3b8bf54aa579b5","sha256:3dc6f0e5378dd2b1703b4c5b480ea04c282dfaed9f0312bf3fd8950809893b9b"],"state_sha256":"09ea63fcc8277a8759b093e3df1d46dd0d0809244ca10625794c33a21b3f3b2b"}