{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:PHLC3QMFKXOVZIY4XLNANXVGMB","short_pith_number":"pith:PHLC3QMF","canonical_record":{"source":{"id":"2408.07433","kind":"arxiv","version":5},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-14T10:08:46Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"8c43fce1adb31698ebba8cd5d91c7093149f363415b8d84a2c4956af162991a6","abstract_canon_sha256":"b8575cdd915b6a8b96f357639c143be869ba9661237ca5b033b933fe6060ca5e"},"schema_version":"1.0"},"canonical_sha256":"79d62dc18555dd5ca31cbada06dea660724f31d7e88d1f9d6b678a929a36f54a","source":{"kind":"arxiv","id":"2408.07433","version":5},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.07433","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"arxiv_version","alias_value":"2408.07433v5","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.07433","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"pith_short_12","alias_value":"PHLC3QMFKXOV","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"pith_short_16","alias_value":"PHLC3QMFKXOVZIY4","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"pith_short_8","alias_value":"PHLC3QMF","created_at":"2026-07-05T09:36:47Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:PHLC3QMFKXOVZIY4XLNANXVGMB","target":"record","payload":{"canonical_record":{"source":{"id":"2408.07433","kind":"arxiv","version":5},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-14T10:08:46Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"8c43fce1adb31698ebba8cd5d91c7093149f363415b8d84a2c4956af162991a6","abstract_canon_sha256":"b8575cdd915b6a8b96f357639c143be869ba9661237ca5b033b933fe6060ca5e"},"schema_version":"1.0"},"canonical_sha256":"79d62dc18555dd5ca31cbada06dea660724f31d7e88d1f9d6b678a929a36f54a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:36:47.611083Z","signature_b64":"N+W4d5sjMqy3mh9NJbPzTKePRixHdgmhKwLq6VkSgxIVxMtStDCzfkRKVDMHCNojW2ANtDk5xH0q33NUxA4YCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"79d62dc18555dd5ca31cbada06dea660724f31d7e88d1f9d6b678a929a36f54a","last_reissued_at":"2026-07-05T09:36:47.610601Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:36:47.610601Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2408.07433","source_version":5,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:36:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HXWmIGVFzik66gcxxVnNviartCqoWgBFYHpZ7Lwskm0eT4zI5ihFpQ+yvs+WLud47FZcO7LRqZ0xSNM9ZHhkCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T22:03:12.751663Z"},"content_sha256":"168e65c9f7e4dbb0b411c79f41743f87bea5660a8836b2ed56441ad9a9ddaea9","schema_version":"1.0","event_id":"sha256:168e65c9f7e4dbb0b411c79f41743f87bea5660a8836b2ed56441ad9a9ddaea9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:PHLC3QMFKXOVZIY4XLNANXVGMB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"MagicFace: Training-free Universal-Style Human Image Customized Synthesis","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Cheng Jin, Weizhong Zhang, Yibin Wang","submitted_at":"2024-08-14T10:08:46Z","abstract_excerpt":"Current human image customization methods leverage Stable Diffusion (SD) for its rich semantic prior. However, since SD is not specifically designed for human-oriented generation, these methods often require extensive fine-tuning on large-scale datasets, which renders them susceptible to overfitting and hinders their ability to personalize individuals with previously unseen styles. Moreover, these methods extensively focus on single-concept human image synthesis and lack the flexibility to customize individuals using multiple given concepts, thereby impeding their broader practical application"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.07433","kind":"arxiv","version":5},"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/2408.07433/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":"2026-07-05T09:36:47Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6KvYYbuxMo2ACnUeix1YX6KRhEDvIllXhjZPXSBHXaY2gyhWtqErfEOz1KvTxIFz8YKsBXGIr/ygEKFd6guYBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T22:03:12.752167Z"},"content_sha256":"6750c4b3a68e6c05d355dfede99d92259ff6c68f306dbb681282e4522f8ed7c8","schema_version":"1.0","event_id":"sha256:6750c4b3a68e6c05d355dfede99d92259ff6c68f306dbb681282e4522f8ed7c8"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/PHLC3QMFKXOVZIY4XLNANXVGMB/bundle.json","state_url":"https://pith.science/pith/PHLC3QMFKXOVZIY4XLNANXVGMB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/PHLC3QMFKXOVZIY4XLNANXVGMB/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":"2026-08-09T22:03:12Z","links":{"resolver":"https://pith.science/pith/PHLC3QMFKXOVZIY4XLNANXVGMB","bundle":"https://pith.science/pith/PHLC3QMFKXOVZIY4XLNANXVGMB/bundle.json","state":"https://pith.science/pith/PHLC3QMFKXOVZIY4XLNANXVGMB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/PHLC3QMFKXOVZIY4XLNANXVGMB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:PHLC3QMFKXOVZIY4XLNANXVGMB","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":"b8575cdd915b6a8b96f357639c143be869ba9661237ca5b033b933fe6060ca5e","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-14T10:08:46Z","title_canon_sha256":"8c43fce1adb31698ebba8cd5d91c7093149f363415b8d84a2c4956af162991a6"},"schema_version":"1.0","source":{"id":"2408.07433","kind":"arxiv","version":5}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.07433","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"arxiv_version","alias_value":"2408.07433v5","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.07433","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"pith_short_12","alias_value":"PHLC3QMFKXOV","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"pith_short_16","alias_value":"PHLC3QMFKXOVZIY4","created_at":"2026-07-05T09:36:47Z"},{"alias_kind":"pith_short_8","alias_value":"PHLC3QMF","created_at":"2026-07-05T09:36:47Z"}],"graph_snapshots":[{"event_id":"sha256:6750c4b3a68e6c05d355dfede99d92259ff6c68f306dbb681282e4522f8ed7c8","target":"graph","created_at":"2026-07-05T09:36:47Z","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/2408.07433/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Current human image customization methods leverage Stable Diffusion (SD) for its rich semantic prior. However, since SD is not specifically designed for human-oriented generation, these methods often require extensive fine-tuning on large-scale datasets, which renders them susceptible to overfitting and hinders their ability to personalize individuals with previously unseen styles. Moreover, these methods extensively focus on single-concept human image synthesis and lack the flexibility to customize individuals using multiple given concepts, thereby impeding their broader practical application","authors_text":"Cheng Jin, Weizhong Zhang, Yibin Wang","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-14T10:08:46Z","title":"MagicFace: Training-free Universal-Style Human Image Customized Synthesis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.07433","kind":"arxiv","version":5},"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":"sha256:168e65c9f7e4dbb0b411c79f41743f87bea5660a8836b2ed56441ad9a9ddaea9","target":"record","created_at":"2026-07-05T09:36:47Z","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":"b8575cdd915b6a8b96f357639c143be869ba9661237ca5b033b933fe6060ca5e","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-14T10:08:46Z","title_canon_sha256":"8c43fce1adb31698ebba8cd5d91c7093149f363415b8d84a2c4956af162991a6"},"schema_version":"1.0","source":{"id":"2408.07433","kind":"arxiv","version":5}},"canonical_sha256":"79d62dc18555dd5ca31cbada06dea660724f31d7e88d1f9d6b678a929a36f54a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"79d62dc18555dd5ca31cbada06dea660724f31d7e88d1f9d6b678a929a36f54a","first_computed_at":"2026-07-05T09:36:47.610601Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:36:47.610601Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"N+W4d5sjMqy3mh9NJbPzTKePRixHdgmhKwLq6VkSgxIVxMtStDCzfkRKVDMHCNojW2ANtDk5xH0q33NUxA4YCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:36:47.611083Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.07433","source_kind":"arxiv","source_version":5}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:168e65c9f7e4dbb0b411c79f41743f87bea5660a8836b2ed56441ad9a9ddaea9","sha256:6750c4b3a68e6c05d355dfede99d92259ff6c68f306dbb681282e4522f8ed7c8"],"state_sha256":"5045173d73da66a76ad94fb42febd39c779796298b214def79a75d77e372756f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"57DKwSAOnL6ovMJfzEwTorNjDYsoaexdk5FtXgubgYpN3IizcpfpyAIvw06W+ZgE3FBNhfxBNDD99rs0Pt5gBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T22:03:12.755670Z","bundle_sha256":"f887a9a7f1789e9afd13be86479c94582799ef2571f52f1b026302b8582e7afa"}}