{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:5Z3RORPZHZQD7PXS5G475YOLDV","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":"ba0821e53fb3151cf216a2fd53b6414e8cb2787d89e02ccca9f79668094fe17e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-01T16:05:18Z","title_canon_sha256":"2218f2168a954bc872d68febe09110a8675f10ef44f430de52e8dc763eecb546"},"schema_version":"1.0","source":{"id":"2407.01414","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.01414","created_at":"2026-07-05T10:18:39Z"},{"alias_kind":"arxiv_version","alias_value":"2407.01414v2","created_at":"2026-07-05T10:18:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.01414","created_at":"2026-07-05T10:18:39Z"},{"alias_kind":"pith_short_12","alias_value":"5Z3RORPZHZQD","created_at":"2026-07-05T10:18:39Z"},{"alias_kind":"pith_short_16","alias_value":"5Z3RORPZHZQD7PXS","created_at":"2026-07-05T10:18:39Z"},{"alias_kind":"pith_short_8","alias_value":"5Z3RORPZ","created_at":"2026-07-05T10:18:39Z"}],"graph_snapshots":[{"event_id":"sha256:cbc96aee57a9f783ae7114aea511d6b99e7e07e634c3252464b73988b0437ea6","target":"graph","created_at":"2026-07-05T10:18:39Z","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/2407.01414/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this paper, we show that, a good style representation is crucial and sufficient for generalized style transfer without test-time tuning. We achieve this through constructing a style-aware encoder and a well-organized style dataset called StyleGallery. With dedicated design for style learning, this style-aware encoder is trained to extract expressive style representation with decoupling training strategy, and StyleGallery enables the generalization ability. We further employ a content-fusion encoder to enhance image-driven style transfer. We highlight that, our approach, named StyleShot, is ","authors_text":"Cairong Zhao, Junyao Gao, Kai Chen, Yanan Sun, Yanchen Liu, Yanhong Zeng, Yinhao Tang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-01T16:05:18Z","title":"StyleShot: A Snapshot on Any Style"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.01414","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":"sha256:04d3e6cd8d12e5abb7be9868e9d60158244f6b408da8c6d36f79327c8a4b83d8","target":"record","created_at":"2026-07-05T10:18:39Z","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":"ba0821e53fb3151cf216a2fd53b6414e8cb2787d89e02ccca9f79668094fe17e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-01T16:05:18Z","title_canon_sha256":"2218f2168a954bc872d68febe09110a8675f10ef44f430de52e8dc763eecb546"},"schema_version":"1.0","source":{"id":"2407.01414","kind":"arxiv","version":2}},"canonical_sha256":"ee771745f93e603fbef2e9b9fee1cb1d7a01d830131415ff3427f11bdead1cff","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ee771745f93e603fbef2e9b9fee1cb1d7a01d830131415ff3427f11bdead1cff","first_computed_at":"2026-07-05T10:18:39.064504Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:18:39.064504Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Tzf+K5/hCHkZrwrtS1Plco5RrHeLujGzEtGfAhB5jO5wsz0XEiWeX1DgHJz1g3Voo5ReorsCJeuZXI3+0aWdBw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:18:39.065041Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.01414","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:04d3e6cd8d12e5abb7be9868e9d60158244f6b408da8c6d36f79327c8a4b83d8","sha256:cbc96aee57a9f783ae7114aea511d6b99e7e07e634c3252464b73988b0437ea6"],"state_sha256":"a7318c0a636a205e17145cb3bfcca0396638c6f0229cda6e382c22ad7c4cc477"}