{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:QZ6UGCGM5LIHG6YRBUS5M2DJIA","short_pith_number":"pith:QZ6UGCGM","canonical_record":{"source":{"id":"2412.10219","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-13T15:41:08Z","cross_cats_sorted":[],"title_canon_sha256":"b344023e39931f36ce7766fca183c3114cd97d96695425cbc9dd5f60a2cae90a","abstract_canon_sha256":"b799b5ca3a545905fe25a684893d2224c03e25ff7db45f56de6f74f3fa31378b"},"schema_version":"1.0"},"canonical_sha256":"867d4308ccead0737b110d25d66869400394e25e458e74e772f6fdf6a5bbda25","source":{"kind":"arxiv","id":"2412.10219","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.10219","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"arxiv_version","alias_value":"2412.10219v1","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.10219","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"pith_short_12","alias_value":"QZ6UGCGM5LIH","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"pith_short_16","alias_value":"QZ6UGCGM5LIHG6YR","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"pith_short_8","alias_value":"QZ6UGCGM","created_at":"2026-07-05T09:48:48Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:QZ6UGCGM5LIHG6YRBUS5M2DJIA","target":"record","payload":{"canonical_record":{"source":{"id":"2412.10219","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-13T15:41:08Z","cross_cats_sorted":[],"title_canon_sha256":"b344023e39931f36ce7766fca183c3114cd97d96695425cbc9dd5f60a2cae90a","abstract_canon_sha256":"b799b5ca3a545905fe25a684893d2224c03e25ff7db45f56de6f74f3fa31378b"},"schema_version":"1.0"},"canonical_sha256":"867d4308ccead0737b110d25d66869400394e25e458e74e772f6fdf6a5bbda25","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:48:48.848819Z","signature_b64":"diiYQKA6piresDYGBxVECK0HaK+o0J5A9gSEqV37MjkzP3NpnVCEeUb8NW8ETqG/y3V1PDRNnba5YyPG2NDMCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"867d4308ccead0737b110d25d66869400394e25e458e74e772f6fdf6a5bbda25","last_reissued_at":"2026-07-05T09:48:48.848236Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:48:48.848236Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.10219","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:48:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vTZBu8Te5HzGT4XVSY4AjUJr5wkvrFypmhUlT/EnkwnrrYchc+A0Nln1wvl97yyDsewf8rkNvT2R4Ruox88TAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T06:37:35.882243Z"},"content_sha256":"aafd31ee3785b4d3a27832bdbbe26fe0b0339421b632b8b7156396bf69c31863","schema_version":"1.0","event_id":"sha256:aafd31ee3785b4d3a27832bdbbe26fe0b0339421b632b8b7156396bf69c31863"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:QZ6UGCGM5LIHG6YRBUS5M2DJIA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Learning Complex Non-Rigid Image Edits from Multimodal Conditioning","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Irfan Essa, Jack Kolb, Jonathan Huang, Meera Hahn, Nikolai Warner, Vighnesh Birodkar","submitted_at":"2024-12-13T15:41:08Z","abstract_excerpt":"In this paper we focus on inserting a given human (specifically, a single image of a person) into a novel scene. Our method, which builds on top of Stable Diffusion, yields natural looking images while being highly controllable with text and pose. To accomplish this we need to train on pairs of images, the first a reference image with the person, the second a \"target image\" showing the same person (with a different pose and possibly in a different background). Additionally we require a text caption describing the new pose relative to that in the reference image. In this paper we present a nove"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.10219","kind":"arxiv","version":1},"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/2412.10219/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":"2026-07-05T09:48:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"f5VvoYJzg6OQZkNgB7ApEpZ2KjjTpvedMnEqaOpuaXSwHYkLc1g18VmwccDxG3Mr746awJFlsb5QvzB7hN1XBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-16T06:37:35.882784Z"},"content_sha256":"32386a49978a501d3ebb6ac1db1f126e15e7e880a39072df806767ea487bb089","schema_version":"1.0","event_id":"sha256:32386a49978a501d3ebb6ac1db1f126e15e7e880a39072df806767ea487bb089"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/QZ6UGCGM5LIHG6YRBUS5M2DJIA/bundle.json","state_url":"https://pith.science/pith/QZ6UGCGM5LIHG6YRBUS5M2DJIA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/QZ6UGCGM5LIHG6YRBUS5M2DJIA/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":"2026-08-16T06:37:35Z","links":{"resolver":"https://pith.science/pith/QZ6UGCGM5LIHG6YRBUS5M2DJIA","bundle":"https://pith.science/pith/QZ6UGCGM5LIHG6YRBUS5M2DJIA/bundle.json","state":"https://pith.science/pith/QZ6UGCGM5LIHG6YRBUS5M2DJIA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/QZ6UGCGM5LIHG6YRBUS5M2DJIA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:QZ6UGCGM5LIHG6YRBUS5M2DJIA","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":"b799b5ca3a545905fe25a684893d2224c03e25ff7db45f56de6f74f3fa31378b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-13T15:41:08Z","title_canon_sha256":"b344023e39931f36ce7766fca183c3114cd97d96695425cbc9dd5f60a2cae90a"},"schema_version":"1.0","source":{"id":"2412.10219","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.10219","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"arxiv_version","alias_value":"2412.10219v1","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.10219","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"pith_short_12","alias_value":"QZ6UGCGM5LIH","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"pith_short_16","alias_value":"QZ6UGCGM5LIHG6YR","created_at":"2026-07-05T09:48:48Z"},{"alias_kind":"pith_short_8","alias_value":"QZ6UGCGM","created_at":"2026-07-05T09:48:48Z"}],"graph_snapshots":[{"event_id":"sha256:32386a49978a501d3ebb6ac1db1f126e15e7e880a39072df806767ea487bb089","target":"graph","created_at":"2026-07-05T09:48:48Z","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/2412.10219/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this paper we focus on inserting a given human (specifically, a single image of a person) into a novel scene. Our method, which builds on top of Stable Diffusion, yields natural looking images while being highly controllable with text and pose. To accomplish this we need to train on pairs of images, the first a reference image with the person, the second a \"target image\" showing the same person (with a different pose and possibly in a different background). Additionally we require a text caption describing the new pose relative to that in the reference image. In this paper we present a nove","authors_text":"Irfan Essa, Jack Kolb, Jonathan Huang, Meera Hahn, Nikolai Warner, Vighnesh Birodkar","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-13T15:41:08Z","title":"Learning Complex Non-Rigid Image Edits from Multimodal Conditioning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.10219","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:aafd31ee3785b4d3a27832bdbbe26fe0b0339421b632b8b7156396bf69c31863","target":"record","created_at":"2026-07-05T09:48:48Z","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":"b799b5ca3a545905fe25a684893d2224c03e25ff7db45f56de6f74f3fa31378b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-13T15:41:08Z","title_canon_sha256":"b344023e39931f36ce7766fca183c3114cd97d96695425cbc9dd5f60a2cae90a"},"schema_version":"1.0","source":{"id":"2412.10219","kind":"arxiv","version":1}},"canonical_sha256":"867d4308ccead0737b110d25d66869400394e25e458e74e772f6fdf6a5bbda25","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"867d4308ccead0737b110d25d66869400394e25e458e74e772f6fdf6a5bbda25","first_computed_at":"2026-07-05T09:48:48.848236Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:48:48.848236Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"diiYQKA6piresDYGBxVECK0HaK+o0J5A9gSEqV37MjkzP3NpnVCEeUb8NW8ETqG/y3V1PDRNnba5YyPG2NDMCg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:48:48.848819Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.10219","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:aafd31ee3785b4d3a27832bdbbe26fe0b0339421b632b8b7156396bf69c31863","sha256:32386a49978a501d3ebb6ac1db1f126e15e7e880a39072df806767ea487bb089"],"state_sha256":"9bb25e7d16f514dcfacbdbb647a4d6cfd520d963c4a5291cd8f1f12622490ffc"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ME3j8uoyZxDTeF4bDKa8BMqUqT0P7hfmfAG20V5zhQMFfoUwQVVFDG0mKjxVsR0iW3UbZmOn4ahDmuYIrE7dBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-16T06:37:35.887648Z","bundle_sha256":"3200ac98e14140b9f147a143474e93831d9f0340e2121cff7d0e360fa25c2729"}}