{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:ZMI5DU3KO2ZQ5UGLMTFHTLMCM2","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":"1a2cf3fc94f6264baa81fa223ff7e53ebfb45c449022b78152b6fd83417d62e2","cross_cats_sorted":["cs.AI","cs.GR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-04-18T17:59:27Z","title_canon_sha256":"154b2a61311e1db1fbab03f68a5a181883ca57b2a23fb80c6829414992caf87a"},"schema_version":"1.0","source":{"id":"2404.12382","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.12382","created_at":"2026-07-05T08:09:38Z"},{"alias_kind":"arxiv_version","alias_value":"2404.12382v1","created_at":"2026-07-05T08:09:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.12382","created_at":"2026-07-05T08:09:38Z"},{"alias_kind":"pith_short_12","alias_value":"ZMI5DU3KO2ZQ","created_at":"2026-07-05T08:09:38Z"},{"alias_kind":"pith_short_16","alias_value":"ZMI5DU3KO2ZQ5UGL","created_at":"2026-07-05T08:09:38Z"},{"alias_kind":"pith_short_8","alias_value":"ZMI5DU3K","created_at":"2026-07-05T08:09:38Z"}],"graph_snapshots":[{"event_id":"sha256:64f66a5dc3a9ed8fb9558d168cb44b4972df474dbed1738deed2c3d6ae3a0610","target":"graph","created_at":"2026-07-05T08:09:38Z","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/2404.12382/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We introduce a novel diffusion transformer, LazyDiffusion, that generates partial image updates efficiently. Our approach targets interactive image editing applications in which, starting from a blank canvas or an image, a user specifies a sequence of localized image modifications using binary masks and text prompts. Our generator operates in two phases. First, a context encoder processes the current canvas and user mask to produce a compact global context tailored to the region to generate. Second, conditioned on this context, a diffusion-based transformer decoder synthesizes the masked pixel","authors_text":"Daniel Cohen-Or, Eli Shechtman, Micha\\\"el Gharbi, Richard Zhang, Taesung Park, Yotam Nitzan, Zongze Wu","cross_cats":["cs.AI","cs.GR"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-04-18T17:59:27Z","title":"Lazy Diffusion Transformer for Interactive Image Editing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.12382","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:b08536eb74227f1d0d5adc815268bfa5740b74ed6922a7bdda7009805861bcd8","target":"record","created_at":"2026-07-05T08:09:38Z","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":"1a2cf3fc94f6264baa81fa223ff7e53ebfb45c449022b78152b6fd83417d62e2","cross_cats_sorted":["cs.AI","cs.GR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-04-18T17:59:27Z","title_canon_sha256":"154b2a61311e1db1fbab03f68a5a181883ca57b2a23fb80c6829414992caf87a"},"schema_version":"1.0","source":{"id":"2404.12382","kind":"arxiv","version":1}},"canonical_sha256":"cb11d1d36a76b30ed0cb64ca79ad8266a598e3811d26594386df70225582be1f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cb11d1d36a76b30ed0cb64ca79ad8266a598e3811d26594386df70225582be1f","first_computed_at":"2026-07-05T08:09:38.986473Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:09:38.986473Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"++VxKEExZ+hqkFURdRuynP0HcROsxLXaF44Q/uah3YP1QSAInMlr2Asz6QA2puDZ4NVUMxHReNX5L0ym9EMyDw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:09:38.987002Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.12382","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b08536eb74227f1d0d5adc815268bfa5740b74ed6922a7bdda7009805861bcd8","sha256:64f66a5dc3a9ed8fb9558d168cb44b4972df474dbed1738deed2c3d6ae3a0610"],"state_sha256":"5d806861c0979566769f11fb2009e9bf0fd654182bb257a50316d96ac265e253"}