{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:52LI34SLVFEUH42SB7VOIHBFU5","short_pith_number":"pith:52LI34SL","canonical_record":{"source":{"id":"2508.17614","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-08-25T02:43:57Z","cross_cats_sorted":[],"title_canon_sha256":"bc51e0b3eaa12a7843688a0d00d616c63bdcd47f2f589b657696fd348b945f7b","abstract_canon_sha256":"1bdbf8c7ff979fb2b6b039bda8afb9a48205b954c7dd26584ce47f32b5b59034"},"schema_version":"1.0"},"canonical_sha256":"ee968df24ba94943f3520feae41c25a76a266119d41a5513f2d3fbb4f48bfb84","source":{"kind":"arxiv","id":"2508.17614","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.17614","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"arxiv_version","alias_value":"2508.17614v1","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.17614","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"pith_short_12","alias_value":"52LI34SLVFEU","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"pith_short_16","alias_value":"52LI34SLVFEUH42S","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"pith_short_8","alias_value":"52LI34SL","created_at":"2026-07-05T11:58:44Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:52LI34SLVFEUH42SB7VOIHBFU5","target":"record","payload":{"canonical_record":{"source":{"id":"2508.17614","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-08-25T02:43:57Z","cross_cats_sorted":[],"title_canon_sha256":"bc51e0b3eaa12a7843688a0d00d616c63bdcd47f2f589b657696fd348b945f7b","abstract_canon_sha256":"1bdbf8c7ff979fb2b6b039bda8afb9a48205b954c7dd26584ce47f32b5b59034"},"schema_version":"1.0"},"canonical_sha256":"ee968df24ba94943f3520feae41c25a76a266119d41a5513f2d3fbb4f48bfb84","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:58:44.577837Z","signature_b64":"4DxK+EWYtQa62vuXPUzjSpNCSZhIUjL1AugkqFLhfwjA6U9wXUsOncijyzF3bV9Xz6B/fq6KyfJawSbJPs3DBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ee968df24ba94943f3520feae41c25a76a266119d41a5513f2d3fbb4f48bfb84","last_reissued_at":"2026-07-05T11:58:44.577475Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:58:44.577475Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.17614","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":"2026-07-05T11:58:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"fSKJn4m1Z9SG2jHQSZ/TJ3U3r7AK9J3PeNlSRZEaWAeYwXFshTR3yOADgrfLAvN5cMOUxWgOyOjWney8foQWBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T02:47:40.055524Z"},"content_sha256":"536a3c326d3da1e84339ef898090ac42f83b3800aeec05adf3904a025ace53ab","schema_version":"1.0","event_id":"sha256:536a3c326d3da1e84339ef898090ac42f83b3800aeec05adf3904a025ace53ab"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:52LI34SLVFEUH42SB7VOIHBFU5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"JCo-MVTON: Jointly Controllable Multi-Modal Diffusion Transformer for Mask-Free Virtual Try-on","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Aowen Wang, Chenyu Zhu, Fan Wang, Hao Luo, Mengxing Ao, Wei Li, Xinyang Li","submitted_at":"2025-08-25T02:43:57Z","abstract_excerpt":"Virtual try-on systems have long been hindered by heavy reliance on human body masks, limited fine-grained control over garment attributes, and poor generalization to real-world, in-the-wild scenarios. In this paper, we propose JCo-MVTON (Jointly Controllable Multi-Modal Diffusion Transformer for Mask-Free Virtual Try-On), a novel framework that overcomes these limitations by integrating diffusion-based image generation with multi-modal conditional fusion. Built upon a Multi-Modal Diffusion Transformer (MM-DiT) backbone, our approach directly incorporates diverse control signals -- such as the"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.17614","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/2508.17614/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":"2026-07-05T11:58:44Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ee9DeJUfvQPixMGMxB6NxIcyARxTtai+HgvDP04BVuP7FUaGTKS4ol4zj9j5w6ProIXTaaUnk94/UdWEYnGbAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T02:47:40.056167Z"},"content_sha256":"94ec28a119954cc810ab789ce92f478176eddeee884bbb2b4505e3be3ac4965f","schema_version":"1.0","event_id":"sha256:94ec28a119954cc810ab789ce92f478176eddeee884bbb2b4505e3be3ac4965f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/52LI34SLVFEUH42SB7VOIHBFU5/bundle.json","state_url":"https://pith.science/pith/52LI34SLVFEUH42SB7VOIHBFU5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/52LI34SLVFEUH42SB7VOIHBFU5/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":"2026-07-07T02:47:40Z","links":{"resolver":"https://pith.science/pith/52LI34SLVFEUH42SB7VOIHBFU5","bundle":"https://pith.science/pith/52LI34SLVFEUH42SB7VOIHBFU5/bundle.json","state":"https://pith.science/pith/52LI34SLVFEUH42SB7VOIHBFU5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/52LI34SLVFEUH42SB7VOIHBFU5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:52LI34SLVFEUH42SB7VOIHBFU5","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":"1bdbf8c7ff979fb2b6b039bda8afb9a48205b954c7dd26584ce47f32b5b59034","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-08-25T02:43:57Z","title_canon_sha256":"bc51e0b3eaa12a7843688a0d00d616c63bdcd47f2f589b657696fd348b945f7b"},"schema_version":"1.0","source":{"id":"2508.17614","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.17614","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"arxiv_version","alias_value":"2508.17614v1","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.17614","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"pith_short_12","alias_value":"52LI34SLVFEU","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"pith_short_16","alias_value":"52LI34SLVFEUH42S","created_at":"2026-07-05T11:58:44Z"},{"alias_kind":"pith_short_8","alias_value":"52LI34SL","created_at":"2026-07-05T11:58:44Z"}],"graph_snapshots":[{"event_id":"sha256:94ec28a119954cc810ab789ce92f478176eddeee884bbb2b4505e3be3ac4965f","target":"graph","created_at":"2026-07-05T11:58:44Z","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/2508.17614/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Virtual try-on systems have long been hindered by heavy reliance on human body masks, limited fine-grained control over garment attributes, and poor generalization to real-world, in-the-wild scenarios. In this paper, we propose JCo-MVTON (Jointly Controllable Multi-Modal Diffusion Transformer for Mask-Free Virtual Try-On), a novel framework that overcomes these limitations by integrating diffusion-based image generation with multi-modal conditional fusion. Built upon a Multi-Modal Diffusion Transformer (MM-DiT) backbone, our approach directly incorporates diverse control signals -- such as the","authors_text":"Aowen Wang, Chenyu Zhu, Fan Wang, Hao Luo, Mengxing Ao, Wei Li, Xinyang Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-08-25T02:43:57Z","title":"JCo-MVTON: Jointly Controllable Multi-Modal Diffusion Transformer for Mask-Free Virtual Try-on"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.17614","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":"sha256:536a3c326d3da1e84339ef898090ac42f83b3800aeec05adf3904a025ace53ab","target":"record","created_at":"2026-07-05T11:58:44Z","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":"1bdbf8c7ff979fb2b6b039bda8afb9a48205b954c7dd26584ce47f32b5b59034","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-08-25T02:43:57Z","title_canon_sha256":"bc51e0b3eaa12a7843688a0d00d616c63bdcd47f2f589b657696fd348b945f7b"},"schema_version":"1.0","source":{"id":"2508.17614","kind":"arxiv","version":1}},"canonical_sha256":"ee968df24ba94943f3520feae41c25a76a266119d41a5513f2d3fbb4f48bfb84","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ee968df24ba94943f3520feae41c25a76a266119d41a5513f2d3fbb4f48bfb84","first_computed_at":"2026-07-05T11:58:44.577475Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:58:44.577475Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4DxK+EWYtQa62vuXPUzjSpNCSZhIUjL1AugkqFLhfwjA6U9wXUsOncijyzF3bV9Xz6B/fq6KyfJawSbJPs3DBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:58:44.577837Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.17614","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:536a3c326d3da1e84339ef898090ac42f83b3800aeec05adf3904a025ace53ab","sha256:94ec28a119954cc810ab789ce92f478176eddeee884bbb2b4505e3be3ac4965f"],"state_sha256":"56c1da46f3892a11a2d9df956e12b281b5f0be62083c8ddf6c6f2fabc0e624b1"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CyNKX1QTHIr9M/WyyZx4l1WQI9YHOAQEoV8e5Iyf8m3bvQ0pBjnufetaQlpvPjPDZ+VMLhw9cwttaIGGpGn0Bw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T02:47:40.058788Z","bundle_sha256":"5dc7bc9de620851a4d27e0edbcc9f380590176e663a39267b8bd64ac322994db"}}