{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:YKPWF6DMUUZADRA3UKQECWNFCX","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":"888153a25160f2ac863488e805b5aa15da81f4447a75ad5fc66eab0982cd47e4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-09T16:49:04Z","title_canon_sha256":"d675a48092e3b5d9c90bcc96450bea0e1e8bc032c858e7d0d3e158c27f01339b"},"schema_version":"1.0","source":{"id":"2501.05369","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.05369","created_at":"2026-07-05T09:59:08Z"},{"alias_kind":"arxiv_version","alias_value":"2501.05369v1","created_at":"2026-07-05T09:59:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.05369","created_at":"2026-07-05T09:59:08Z"},{"alias_kind":"pith_short_12","alias_value":"YKPWF6DMUUZA","created_at":"2026-07-05T09:59:08Z"},{"alias_kind":"pith_short_16","alias_value":"YKPWF6DMUUZADRA3","created_at":"2026-07-05T09:59:08Z"},{"alias_kind":"pith_short_8","alias_value":"YKPWF6DM","created_at":"2026-07-05T09:59:08Z"}],"graph_snapshots":[{"event_id":"sha256:3e45d81e840267b2741784922202e9eaae6d67f87b5f9c5bba62d26fde5945b7","target":"graph","created_at":"2026-07-05T09:59:08Z","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/2501.05369/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Virtual Try-On (VTON) has become a crucial tool in ecommerce, enabling the realistic simulation of garments on individuals while preserving their original appearance and pose. Early VTON methods relied on single generative networks, but challenges remain in preserving fine-grained garment details due to limitations in feature extraction and fusion. To address these issues, recent approaches have adopted a dual-network paradigm, incorporating a complementary \"ReferenceNet\" to enhance garment feature extraction and fusion. While effective, this dual-network approach introduces significant comput","authors_text":"Shuliang Ning, Xiaoguang Han, Yipeng Qin","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-09T16:49:04Z","title":"1-2-1: Renaissance of Single-Network Paradigm for Virtual Try-On"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.05369","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":"sha256:58f53e1acf91e69336fd2e6629344916e6f5fe08087847d5885caf2da236a65a","target":"record","created_at":"2026-07-05T09:59:08Z","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":"888153a25160f2ac863488e805b5aa15da81f4447a75ad5fc66eab0982cd47e4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-01-09T16:49:04Z","title_canon_sha256":"d675a48092e3b5d9c90bcc96450bea0e1e8bc032c858e7d0d3e158c27f01339b"},"schema_version":"1.0","source":{"id":"2501.05369","kind":"arxiv","version":1}},"canonical_sha256":"c29f62f86ca53201c41ba2a04159a515f00484b406fb13ccdaf55b2e6d095221","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c29f62f86ca53201c41ba2a04159a515f00484b406fb13ccdaf55b2e6d095221","first_computed_at":"2026-07-05T09:59:08.869165Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:59:08.869165Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"n4JMGVr4JK30tblHZw+VZbYvxGL1X73y30l9FFPcQGwznq2G9hihWx7QON41HpEym7GijFi++zcgHVqN+GUdBw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:59:08.869566Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.05369","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:58f53e1acf91e69336fd2e6629344916e6f5fe08087847d5885caf2da236a65a","sha256:3e45d81e840267b2741784922202e9eaae6d67f87b5f9c5bba62d26fde5945b7"],"state_sha256":"ea706749e964d2f61537a3e9260a48571d7a94f97e2f47b9e745c7934fbdb0e4"}