{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:EZJ2FCFDCKCSCBFDBCW53TCAJX","short_pith_number":"pith:EZJ2FCFD","canonical_record":{"source":{"id":"2403.13044","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-03-19T17:59:58Z","cross_cats_sorted":[],"title_canon_sha256":"5b96c5af5c950955ac66bf51418a61069c3980437f58986e438e84568b46ae7b","abstract_canon_sha256":"5cd72b813ad06625d956a3141857855d039d5845c01c206512917122efd3928b"},"schema_version":"1.0"},"canonical_sha256":"2653a288a312852104a308adddcc404dcfa5a974decc63740468fa8be9025871","source":{"kind":"arxiv","id":"2403.13044","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.13044","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"arxiv_version","alias_value":"2403.13044v2","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.13044","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"pith_short_12","alias_value":"EZJ2FCFDCKCS","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"pith_short_16","alias_value":"EZJ2FCFDCKCSCBFD","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"pith_short_8","alias_value":"EZJ2FCFD","created_at":"2026-07-05T11:49:45Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:EZJ2FCFDCKCSCBFDBCW53TCAJX","target":"record","payload":{"canonical_record":{"source":{"id":"2403.13044","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-03-19T17:59:58Z","cross_cats_sorted":[],"title_canon_sha256":"5b96c5af5c950955ac66bf51418a61069c3980437f58986e438e84568b46ae7b","abstract_canon_sha256":"5cd72b813ad06625d956a3141857855d039d5845c01c206512917122efd3928b"},"schema_version":"1.0"},"canonical_sha256":"2653a288a312852104a308adddcc404dcfa5a974decc63740468fa8be9025871","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:49:45.206785Z","signature_b64":"hIAagA19mggv+irb8Tnxo8BE5Sw+rWBYtmKQN8UaG//sZL7wF+XOx6rod3P62Siw8bJjFopb4CBMExNjLI5qBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2653a288a312852104a308adddcc404dcfa5a974decc63740468fa8be9025871","last_reissued_at":"2026-07-05T11:49:45.206333Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:49:45.206333Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2403.13044","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:49:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HSvosbRDDb3Py8fZvA8BmuEtHt6gconzVQCaCt/HUmS2OApcYRkTlzw4QbqE57ZyxYROfjLSQ8mPHUp4sYpOAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T14:29:38.468461Z"},"content_sha256":"bf3f90c9b8a0696351b9ccf1d57a13e3f8e556bd0de35139cacdf5cc2bae9b9e","schema_version":"1.0","event_id":"sha256:bf3f90c9b8a0696351b9ccf1d57a13e3f8e556bd0de35139cacdf5cc2bae9b9e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:EZJ2FCFDCKCSCBFDBCW53TCAJX","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Eli Shechtman, Hadi AlZayer, Jia-Bin Huang, Michael Gharbi, Xuaner Zhang, Zhihao Xia","submitted_at":"2024-03-19T17:59:58Z","abstract_excerpt":"We propose a generative model that, given a coarsely edited image, synthesizes a photorealistic output that follows the prescribed layout. Our method transfers fine details from the original image and preserve the identity of its parts. Yet, it adapts it to the lighting and context defined by the new layout. Our key insight is that videos are a powerful source of supervision for this task: objects and camera motions provide many observations of how the world changes with viewpoint, lighting, and physical interactions. We construct an image dataset in which each sample is a pair of source and t"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.13044","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2403.13044/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:49:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VWEk+EXArqM+qS6nkmyTxvlcB5PSBZqtweLe+mK29b/NE5njovqO5YhSxxBfvSMoikjc/fQmIx2mgzrGhAuRBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T14:29:38.468834Z"},"content_sha256":"4ae2c32916be0f547a71b0a35d2919b1353009ad4f2436963fddb945f1229a0e","schema_version":"1.0","event_id":"sha256:4ae2c32916be0f547a71b0a35d2919b1353009ad4f2436963fddb945f1229a0e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/EZJ2FCFDCKCSCBFDBCW53TCAJX/bundle.json","state_url":"https://pith.science/pith/EZJ2FCFDCKCSCBFDBCW53TCAJX/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/EZJ2FCFDCKCSCBFDBCW53TCAJX/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-06T14:29:38Z","links":{"resolver":"https://pith.science/pith/EZJ2FCFDCKCSCBFDBCW53TCAJX","bundle":"https://pith.science/pith/EZJ2FCFDCKCSCBFDBCW53TCAJX/bundle.json","state":"https://pith.science/pith/EZJ2FCFDCKCSCBFDBCW53TCAJX/state.json","well_known_bundle":"https://pith.science/.well-known/pith/EZJ2FCFDCKCSCBFDBCW53TCAJX/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:EZJ2FCFDCKCSCBFDBCW53TCAJX","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":"5cd72b813ad06625d956a3141857855d039d5845c01c206512917122efd3928b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-03-19T17:59:58Z","title_canon_sha256":"5b96c5af5c950955ac66bf51418a61069c3980437f58986e438e84568b46ae7b"},"schema_version":"1.0","source":{"id":"2403.13044","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.13044","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"arxiv_version","alias_value":"2403.13044v2","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.13044","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"pith_short_12","alias_value":"EZJ2FCFDCKCS","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"pith_short_16","alias_value":"EZJ2FCFDCKCSCBFD","created_at":"2026-07-05T11:49:45Z"},{"alias_kind":"pith_short_8","alias_value":"EZJ2FCFD","created_at":"2026-07-05T11:49:45Z"}],"graph_snapshots":[{"event_id":"sha256:4ae2c32916be0f547a71b0a35d2919b1353009ad4f2436963fddb945f1229a0e","target":"graph","created_at":"2026-07-05T11:49:45Z","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/2403.13044/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We propose a generative model that, given a coarsely edited image, synthesizes a photorealistic output that follows the prescribed layout. Our method transfers fine details from the original image and preserve the identity of its parts. Yet, it adapts it to the lighting and context defined by the new layout. Our key insight is that videos are a powerful source of supervision for this task: objects and camera motions provide many observations of how the world changes with viewpoint, lighting, and physical interactions. We construct an image dataset in which each sample is a pair of source and t","authors_text":"Eli Shechtman, Hadi AlZayer, Jia-Bin Huang, Michael Gharbi, Xuaner Zhang, Zhihao Xia","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-03-19T17:59:58Z","title":"Magic Fixup: Streamlining Photo Editing by Watching Dynamic Videos"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.13044","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:bf3f90c9b8a0696351b9ccf1d57a13e3f8e556bd0de35139cacdf5cc2bae9b9e","target":"record","created_at":"2026-07-05T11:49:45Z","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":"5cd72b813ad06625d956a3141857855d039d5845c01c206512917122efd3928b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-03-19T17:59:58Z","title_canon_sha256":"5b96c5af5c950955ac66bf51418a61069c3980437f58986e438e84568b46ae7b"},"schema_version":"1.0","source":{"id":"2403.13044","kind":"arxiv","version":2}},"canonical_sha256":"2653a288a312852104a308adddcc404dcfa5a974decc63740468fa8be9025871","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2653a288a312852104a308adddcc404dcfa5a974decc63740468fa8be9025871","first_computed_at":"2026-07-05T11:49:45.206333Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:49:45.206333Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"hIAagA19mggv+irb8Tnxo8BE5Sw+rWBYtmKQN8UaG//sZL7wF+XOx6rod3P62Siw8bJjFopb4CBMExNjLI5qBA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:49:45.206785Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.13044","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bf3f90c9b8a0696351b9ccf1d57a13e3f8e556bd0de35139cacdf5cc2bae9b9e","sha256:4ae2c32916be0f547a71b0a35d2919b1353009ad4f2436963fddb945f1229a0e"],"state_sha256":"eb9270abacb5fbea5db5141f227ebdc4ad6b152d031a479b2852690e3714096c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KITZQI+8KAMagab1+H8RbbPkZKDSD58iKXCNFVHtjIWYd4fnYezwDH9LRX2SxUr9SjwdrzZ6pjEt3q0r1T3qDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T14:29:38.471056Z","bundle_sha256":"94a7b45ed320087f7c4ad0ae591c32766e030d9469a7e75d0e79d036f2a1cc2f"}}