{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:IZFBIH72MZHMPGBRSQHB5QPSJG","short_pith_number":"pith:IZFBIH72","canonical_record":{"source":{"id":"2403.06951","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T17:35:23Z","cross_cats_sorted":[],"title_canon_sha256":"48455ac1dba1648b7b6995fabc938a5c0d5d1b3888db06bc307118785e88e3cf","abstract_canon_sha256":"a88a6727802bb8e9ce39b977d8732567337821eca2bfe90f11c5d42758517477"},"schema_version":"1.0"},"canonical_sha256":"464a141ffa664ec79831940e1ec1f24983ca46cf49f21f9421219bca216ccd3b","source":{"kind":"arxiv","id":"2403.06951","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.06951","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"arxiv_version","alias_value":"2403.06951v2","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.06951","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"pith_short_12","alias_value":"IZFBIH72MZHM","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"pith_short_16","alias_value":"IZFBIH72MZHMPGBR","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"pith_short_8","alias_value":"IZFBIH72","created_at":"2026-07-05T07:54:57Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:IZFBIH72MZHMPGBRSQHB5QPSJG","target":"record","payload":{"canonical_record":{"source":{"id":"2403.06951","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T17:35:23Z","cross_cats_sorted":[],"title_canon_sha256":"48455ac1dba1648b7b6995fabc938a5c0d5d1b3888db06bc307118785e88e3cf","abstract_canon_sha256":"a88a6727802bb8e9ce39b977d8732567337821eca2bfe90f11c5d42758517477"},"schema_version":"1.0"},"canonical_sha256":"464a141ffa664ec79831940e1ec1f24983ca46cf49f21f9421219bca216ccd3b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:54:57.480435Z","signature_b64":"vbN3CQZqOAvkfbukqJs+OZ/iBSoaIrGbea57zdxnD9zdSpliTui7kVOYVR4GgVbpiEf6cgUVg4loZlsDykbtAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"464a141ffa664ec79831940e1ec1f24983ca46cf49f21f9421219bca216ccd3b","last_reissued_at":"2026-07-05T07:54:57.479834Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:54:57.479834Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2403.06951","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":"2026-07-05T07:54:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"cb/ij3n6jqMz2t3LK8FK/yAQ6+VyLVtBC7rKNAwbUWiHS6K6pDsQJZptfki7YpR0IqG7G2+Knc3u3UIKly8nDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T00:33:35.426734Z"},"content_sha256":"0325bee964bfc1a7e71cca10b9e91c554c351d07be4cb273c7a2bc2ccb38a92f","schema_version":"1.0","event_id":"sha256:0325bee964bfc1a7e71cca10b9e91c554c351d07be4cb273c7a2bc2ccb38a92f"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:IZFBIH72MZHMPGBRSQHB5QPSJG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Hongtao Xie, Jiawei Liu, Lang Chen, Qian He, Shancheng Fang, Tianhao Qi, Yanze Wu, Yongdong Zhang","submitted_at":"2024-03-11T17:35:23Z","abstract_excerpt":"The diffusion-based text-to-image model harbors immense potential in transferring reference style. However, current encoder-based approaches significantly impair the text controllability of text-to-image models while transferring styles. In this paper, we introduce DEADiff to address this issue using the following two strategies: 1) a mechanism to decouple the style and semantics of reference images. The decoupled feature representations are first extracted by Q-Formers which are instructed by different text descriptions. Then they are injected into mutually exclusive subsets of cross-attentio"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.06951","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/2403.06951/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":"2026-07-05T07:54:57Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3RQ2325ff810cYjXlIwX1b+616UjLEgn7LfoxLuNnI3hENHCS8S6jxFG75P2hUMwPR1QJ65UHGnj4paNkoquDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T00:33:35.427735Z"},"content_sha256":"236bab97dcc8f3455ad88b56b648e02aa4fa7f42c4dc7d328d46791593ddb84c","schema_version":"1.0","event_id":"sha256:236bab97dcc8f3455ad88b56b648e02aa4fa7f42c4dc7d328d46791593ddb84c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/IZFBIH72MZHMPGBRSQHB5QPSJG/bundle.json","state_url":"https://pith.science/pith/IZFBIH72MZHMPGBRSQHB5QPSJG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/IZFBIH72MZHMPGBRSQHB5QPSJG/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":"2026-08-05T00:33:35Z","links":{"resolver":"https://pith.science/pith/IZFBIH72MZHMPGBRSQHB5QPSJG","bundle":"https://pith.science/pith/IZFBIH72MZHMPGBRSQHB5QPSJG/bundle.json","state":"https://pith.science/pith/IZFBIH72MZHMPGBRSQHB5QPSJG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/IZFBIH72MZHMPGBRSQHB5QPSJG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:IZFBIH72MZHMPGBRSQHB5QPSJG","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":"a88a6727802bb8e9ce39b977d8732567337821eca2bfe90f11c5d42758517477","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T17:35:23Z","title_canon_sha256":"48455ac1dba1648b7b6995fabc938a5c0d5d1b3888db06bc307118785e88e3cf"},"schema_version":"1.0","source":{"id":"2403.06951","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.06951","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"arxiv_version","alias_value":"2403.06951v2","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.06951","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"pith_short_12","alias_value":"IZFBIH72MZHM","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"pith_short_16","alias_value":"IZFBIH72MZHMPGBR","created_at":"2026-07-05T07:54:57Z"},{"alias_kind":"pith_short_8","alias_value":"IZFBIH72","created_at":"2026-07-05T07:54:57Z"}],"graph_snapshots":[{"event_id":"sha256:236bab97dcc8f3455ad88b56b648e02aa4fa7f42c4dc7d328d46791593ddb84c","target":"graph","created_at":"2026-07-05T07:54:57Z","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/2403.06951/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The diffusion-based text-to-image model harbors immense potential in transferring reference style. However, current encoder-based approaches significantly impair the text controllability of text-to-image models while transferring styles. In this paper, we introduce DEADiff to address this issue using the following two strategies: 1) a mechanism to decouple the style and semantics of reference images. The decoupled feature representations are first extracted by Q-Formers which are instructed by different text descriptions. Then they are injected into mutually exclusive subsets of cross-attentio","authors_text":"Hongtao Xie, Jiawei Liu, Lang Chen, Qian He, Shancheng Fang, Tianhao Qi, Yanze Wu, Yongdong Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T17:35:23Z","title":"DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.06951","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":"sha256:0325bee964bfc1a7e71cca10b9e91c554c351d07be4cb273c7a2bc2ccb38a92f","target":"record","created_at":"2026-07-05T07:54:57Z","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":"a88a6727802bb8e9ce39b977d8732567337821eca2bfe90f11c5d42758517477","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T17:35:23Z","title_canon_sha256":"48455ac1dba1648b7b6995fabc938a5c0d5d1b3888db06bc307118785e88e3cf"},"schema_version":"1.0","source":{"id":"2403.06951","kind":"arxiv","version":2}},"canonical_sha256":"464a141ffa664ec79831940e1ec1f24983ca46cf49f21f9421219bca216ccd3b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"464a141ffa664ec79831940e1ec1f24983ca46cf49f21f9421219bca216ccd3b","first_computed_at":"2026-07-05T07:54:57.479834Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:54:57.479834Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vbN3CQZqOAvkfbukqJs+OZ/iBSoaIrGbea57zdxnD9zdSpliTui7kVOYVR4GgVbpiEf6cgUVg4loZlsDykbtAg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:54:57.480435Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.06951","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0325bee964bfc1a7e71cca10b9e91c554c351d07be4cb273c7a2bc2ccb38a92f","sha256:236bab97dcc8f3455ad88b56b648e02aa4fa7f42c4dc7d328d46791593ddb84c"],"state_sha256":"13c4d8dcb143c6d05fe57adbfe5985d0efd473fdfc88b7e5f0297155d7b579d2"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"cjHXh06u63siZS6FS39i/1bwpREkDv90s5fRaRfZ+2lyy8fuqHTi1foMYyHIWqnsnjzKbC5uXazxd7lpZkJDDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T00:33:35.433776Z","bundle_sha256":"dbed8fda5ecebb6ecd07166699c1667ea7608082053d57a34131fcd79ac778f0"}}