{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:TYFKSCY74K32YIQHBROPYHMXHL","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":"37173addf16824609757eea828589b12f3c8b87225f2e9523197ac5070e22ebd","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-14T18:02:24Z","title_canon_sha256":"8a6940018ace41ef945a60d33e63fcf0bada99f53108a4d080a6c10c7ee2822c"},"schema_version":"1.0","source":{"id":"2408.08332","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.08332","created_at":"2026-07-05T08:55:52Z"},{"alias_kind":"arxiv_version","alias_value":"2408.08332v1","created_at":"2026-07-05T08:55:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.08332","created_at":"2026-07-05T08:55:52Z"},{"alias_kind":"pith_short_12","alias_value":"TYFKSCY74K32","created_at":"2026-07-05T08:55:52Z"},{"alias_kind":"pith_short_16","alias_value":"TYFKSCY74K32YIQH","created_at":"2026-07-05T08:55:52Z"},{"alias_kind":"pith_short_8","alias_value":"TYFKSCY7","created_at":"2026-07-05T08:55:52Z"}],"graph_snapshots":[{"event_id":"sha256:a4fcaa1fd939e4d0e6b2e14e1f5976c182c6c0fd689618b92843907f3720afc9","target":"graph","created_at":"2026-07-05T08:55:52Z","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/2408.08332/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We address the challenges of precise image inversion and disentangled image editing in the context of few-step diffusion models. We introduce an encoder based iterative inversion technique. The inversion network is conditioned on the input image and the reconstructed image from the previous step, allowing for correction of the next reconstruction towards the input image. We demonstrate that disentangled controls can be easily achieved in the few-step diffusion model by conditioning on an (automatically generated) detailed text prompt. To manipulate the inverted image, we freeze the noise maps ","authors_text":"Eli Shechtman, Jonathan Brandt, Nicholas Kolkin, Richard Zhang, Zongze Wu","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-14T18:02:24Z","title":"TurboEdit: Instant text-based image editing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.08332","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":"sha256:29f82d793f080fe3f82a18d1ffecd3b48269e7182de65766574c0deb1708c9a8","target":"record","created_at":"2026-07-05T08:55:52Z","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":"37173addf16824609757eea828589b12f3c8b87225f2e9523197ac5070e22ebd","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-14T18:02:24Z","title_canon_sha256":"8a6940018ace41ef945a60d33e63fcf0bada99f53108a4d080a6c10c7ee2822c"},"schema_version":"1.0","source":{"id":"2408.08332","kind":"arxiv","version":1}},"canonical_sha256":"9e0aa90b1fe2b7ac22070c5cfc1d973ada668b5143c11efe399d84ca27669e77","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9e0aa90b1fe2b7ac22070c5cfc1d973ada668b5143c11efe399d84ca27669e77","first_computed_at":"2026-07-05T08:55:52.556852Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:55:52.556852Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"fNDs+TKeKw/d1hKiVioY704AUVqnNIj8yFogUCSXs+nxUjiBrbsIF4nePdkkWoXdGqlvFZIZRKb6K8S2Ft25CA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:55:52.557382Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.08332","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:29f82d793f080fe3f82a18d1ffecd3b48269e7182de65766574c0deb1708c9a8","sha256:a4fcaa1fd939e4d0e6b2e14e1f5976c182c6c0fd689618b92843907f3720afc9"],"state_sha256":"89c689b6ae0014f2280468cbed6a9d2697b54ac8e478c1048a2e537425e470be"}