{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:P5ZS4X3ORVQYUR2DHXNCXF4EIE","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":"a9eb3c0e46c13c1399424dc800965d9986ddaabde94085ccf2d1e328d86b764e","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-18T22:29:28Z","title_canon_sha256":"bde9cccc6ca6bea986f931d53fe1f8b240ed21a66cd184f9d64fbf55913a6bb7"},"schema_version":"1.0","source":{"id":"2606.20971","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.20971","created_at":"2026-06-23T01:12:23Z"},{"alias_kind":"arxiv_version","alias_value":"2606.20971v1","created_at":"2026-06-23T01:12:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.20971","created_at":"2026-06-23T01:12:23Z"},{"alias_kind":"pith_short_12","alias_value":"P5ZS4X3ORVQY","created_at":"2026-06-23T01:12:23Z"},{"alias_kind":"pith_short_16","alias_value":"P5ZS4X3ORVQYUR2D","created_at":"2026-06-23T01:12:23Z"},{"alias_kind":"pith_short_8","alias_value":"P5ZS4X3O","created_at":"2026-06-23T01:12:23Z"}],"graph_snapshots":[{"event_id":"sha256:a8a008ea028ff050db0c0f45d81a0febd54b1f8117aed9304029132a890dc303","target":"graph","created_at":"2026-06-23T01:12:23Z","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/2606.20971/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We introduce UNITY, a Universal-to-Specialized adapter for efficient and scalable composite conditioning in diffusion based image generation. Unlike prior methods that train separate adapters for each conditioning modality, UNITY jointly learns shared semantics across multiple conditioning types and subsequently specializes without modifying the underlying architecture. The proposed two stage training paradigm consists of a Universal Stage that captures cross modal representations across all conditioning modalities using half of the total training steps, followed by a Specialization Stage that","authors_text":"Aryan Das, Koushik Biswas, Moloud Abdar, Vinay Kumar Verma","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-18T22:29:28Z","title":"UNITY: Attention Flow Networks for Adaptive Conditioning in Diffusion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.20971","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":"sha256:47087292e78b46d5904ced9430e9d3031073bc5a5480de194c44f86bce03deb6","target":"record","created_at":"2026-06-23T01:12:23Z","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":"a9eb3c0e46c13c1399424dc800965d9986ddaabde94085ccf2d1e328d86b764e","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-18T22:29:28Z","title_canon_sha256":"bde9cccc6ca6bea986f931d53fe1f8b240ed21a66cd184f9d64fbf55913a6bb7"},"schema_version":"1.0","source":{"id":"2606.20971","kind":"arxiv","version":1}},"canonical_sha256":"7f732e5f6e8d618a47433dda2b9784413467f97eda3370c920f860407dbdc46e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7f732e5f6e8d618a47433dda2b9784413467f97eda3370c920f860407dbdc46e","first_computed_at":"2026-06-23T01:12:23.702346Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T01:12:23.702346Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KnAWuZmpCoJVbNYjSwdVlD3biNCeovTgxOil1V+coxOUSzacQEEsg/xWM+AoBcWUY8RVgMYn6godFvb/usvnCA==","signature_status":"signed_v1","signed_at":"2026-06-23T01:12:23.702870Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.20971","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:47087292e78b46d5904ced9430e9d3031073bc5a5480de194c44f86bce03deb6","sha256:a8a008ea028ff050db0c0f45d81a0febd54b1f8117aed9304029132a890dc303"],"state_sha256":"8f56003b45f2dfebe9709f1de6a20011e9d70f91b85fec6a07d4aac4f3221bf8"}