{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:B2ZNSGUVQ2XU33OPGVYPQK73ZS","short_pith_number":"pith:B2ZNSGUV","canonical_record":{"source":{"id":"2404.12611","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-04-19T03:45:12Z","cross_cats_sorted":[],"title_canon_sha256":"3f871f9b63cc0d832f4c18d2669a7050dbe9bcebb9caebfa8547a91f8ce16756","abstract_canon_sha256":"4a3edb9938de665566fd208c5bcd9698b1b7b2d389fafd9ad21ad8e558f064e5"},"schema_version":"1.0"},"canonical_sha256":"0eb2d91a9586af4dedcf3570f82bfbccac465925637e151f18218aee70fd2c09","source":{"kind":"arxiv","id":"2404.12611","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.12611","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"arxiv_version","alias_value":"2404.12611v1","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.12611","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"pith_short_12","alias_value":"B2ZNSGUVQ2XU","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"pith_short_16","alias_value":"B2ZNSGUVQ2XU33OP","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"pith_short_8","alias_value":"B2ZNSGUV","created_at":"2026-07-05T08:09:56Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:B2ZNSGUVQ2XU33OPGVYPQK73ZS","target":"record","payload":{"canonical_record":{"source":{"id":"2404.12611","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-04-19T03:45:12Z","cross_cats_sorted":[],"title_canon_sha256":"3f871f9b63cc0d832f4c18d2669a7050dbe9bcebb9caebfa8547a91f8ce16756","abstract_canon_sha256":"4a3edb9938de665566fd208c5bcd9698b1b7b2d389fafd9ad21ad8e558f064e5"},"schema_version":"1.0"},"canonical_sha256":"0eb2d91a9586af4dedcf3570f82bfbccac465925637e151f18218aee70fd2c09","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:09:56.208982Z","signature_b64":"uH4mDY07LIlv2T91RpHftaOKrOol5WZM0w/+yWSaBkhiQmMtC/OP2LFyOYecYZ/AHKvFKvobrztYuDQd1ESABA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0eb2d91a9586af4dedcf3570f82bfbccac465925637e151f18218aee70fd2c09","last_reissued_at":"2026-07-05T08:09:56.208573Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:09:56.208573Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2404.12611","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":"2026-07-05T08:09:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"nFbdY27SQU9lzY3Hfoy5YZrP305CkAzzW5ECe0895kkPIQv9Lq5DQhlFHknCONHkhXYT9JMqiPQaR82wxPuZBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T19:07:37.782397Z"},"content_sha256":"a7d842a7f8ead80e00954df1cc8a07ee6b72d7d0fdd9dea77a447b8c925f658c","schema_version":"1.0","event_id":"sha256:a7d842a7f8ead80e00954df1cc8a07ee6b72d7d0fdd9dea77a447b8c925f658c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:B2ZNSGUVQ2XU33OPGVYPQK73ZS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Rethinking Clothes Changing Person ReID: Conflicts, Synthesis, and Optimization","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Fufu Yu, Guanshuo Wang, Junjie Li, Qiong Jia, Shouhong Ding, Xiaokang Yang, Xingdong Sheng, Yichao Yan, Yunhui Liu","submitted_at":"2024-04-19T03:45:12Z","abstract_excerpt":"Clothes-changing person re-identification (CC-ReID) aims to retrieve images of the same person wearing different outfits. Mainstream researches focus on designing advanced model structures and strategies to capture identity information independent of clothing. However, the same-clothes discrimination as the standard ReID learning objective in CC-ReID is persistently ignored in previous researches. In this study, we dive into the relationship between standard and clothes-changing~(CC) learning objectives, and bring the inner conflicts between these two objectives to the fore. We try to magnify "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.12611","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/2404.12611/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":"2026-07-05T08:09:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"W/Int3JPIJOAzMafkhQTWmuvZC7ed7g9RKXobNST8cbzkik36rsrtWqrtJISJ1ViWxKNob758VwGuVMPNMrIBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T19:07:37.782907Z"},"content_sha256":"0ae0cc6a774c7b6c5fe771a24d26d4450d65371a7b73c1e824044d6082b80038","schema_version":"1.0","event_id":"sha256:0ae0cc6a774c7b6c5fe771a24d26d4450d65371a7b73c1e824044d6082b80038"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/B2ZNSGUVQ2XU33OPGVYPQK73ZS/bundle.json","state_url":"https://pith.science/pith/B2ZNSGUVQ2XU33OPGVYPQK73ZS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/B2ZNSGUVQ2XU33OPGVYPQK73ZS/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":"2026-08-09T19:07:37Z","links":{"resolver":"https://pith.science/pith/B2ZNSGUVQ2XU33OPGVYPQK73ZS","bundle":"https://pith.science/pith/B2ZNSGUVQ2XU33OPGVYPQK73ZS/bundle.json","state":"https://pith.science/pith/B2ZNSGUVQ2XU33OPGVYPQK73ZS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/B2ZNSGUVQ2XU33OPGVYPQK73ZS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:B2ZNSGUVQ2XU33OPGVYPQK73ZS","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":"4a3edb9938de665566fd208c5bcd9698b1b7b2d389fafd9ad21ad8e558f064e5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-04-19T03:45:12Z","title_canon_sha256":"3f871f9b63cc0d832f4c18d2669a7050dbe9bcebb9caebfa8547a91f8ce16756"},"schema_version":"1.0","source":{"id":"2404.12611","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.12611","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"arxiv_version","alias_value":"2404.12611v1","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.12611","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"pith_short_12","alias_value":"B2ZNSGUVQ2XU","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"pith_short_16","alias_value":"B2ZNSGUVQ2XU33OP","created_at":"2026-07-05T08:09:56Z"},{"alias_kind":"pith_short_8","alias_value":"B2ZNSGUV","created_at":"2026-07-05T08:09:56Z"}],"graph_snapshots":[{"event_id":"sha256:0ae0cc6a774c7b6c5fe771a24d26d4450d65371a7b73c1e824044d6082b80038","target":"graph","created_at":"2026-07-05T08:09:56Z","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/2404.12611/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Clothes-changing person re-identification (CC-ReID) aims to retrieve images of the same person wearing different outfits. Mainstream researches focus on designing advanced model structures and strategies to capture identity information independent of clothing. However, the same-clothes discrimination as the standard ReID learning objective in CC-ReID is persistently ignored in previous researches. In this study, we dive into the relationship between standard and clothes-changing~(CC) learning objectives, and bring the inner conflicts between these two objectives to the fore. We try to magnify ","authors_text":"Fufu Yu, Guanshuo Wang, Junjie Li, Qiong Jia, Shouhong Ding, Xiaokang Yang, Xingdong Sheng, Yichao Yan, Yunhui Liu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-04-19T03:45:12Z","title":"Rethinking Clothes Changing Person ReID: Conflicts, Synthesis, and Optimization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.12611","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:a7d842a7f8ead80e00954df1cc8a07ee6b72d7d0fdd9dea77a447b8c925f658c","target":"record","created_at":"2026-07-05T08:09:56Z","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":"4a3edb9938de665566fd208c5bcd9698b1b7b2d389fafd9ad21ad8e558f064e5","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-04-19T03:45:12Z","title_canon_sha256":"3f871f9b63cc0d832f4c18d2669a7050dbe9bcebb9caebfa8547a91f8ce16756"},"schema_version":"1.0","source":{"id":"2404.12611","kind":"arxiv","version":1}},"canonical_sha256":"0eb2d91a9586af4dedcf3570f82bfbccac465925637e151f18218aee70fd2c09","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0eb2d91a9586af4dedcf3570f82bfbccac465925637e151f18218aee70fd2c09","first_computed_at":"2026-07-05T08:09:56.208573Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:09:56.208573Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"uH4mDY07LIlv2T91RpHftaOKrOol5WZM0w/+yWSaBkhiQmMtC/OP2LFyOYecYZ/AHKvFKvobrztYuDQd1ESABA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:09:56.208982Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.12611","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a7d842a7f8ead80e00954df1cc8a07ee6b72d7d0fdd9dea77a447b8c925f658c","sha256:0ae0cc6a774c7b6c5fe771a24d26d4450d65371a7b73c1e824044d6082b80038"],"state_sha256":"84f709cc8f3bc725997e1a693b4897c69ccbf0bf2f0a1cf7342602921336f8b0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HMuNnIvYhN99bDr2id2hJZUHt2oFxhhJ5BaPfvIx6vEVjgJlZC9ScENxKdj6HFEKnwN4L8Nf++/FU5pNbvWUCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T19:07:37.788013Z","bundle_sha256":"c279420b56a105cec8293eb669857ecfb22d0020adb9f5e8cd90b5e9095e9aee"}}