{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:2K6FVCUKID5TF242ZLYDF57DJT","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":"579698a4487819ddd237716a06cb18946a72ff44ffabde25712740900515f2ab","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-05-28T03:35:46Z","title_canon_sha256":"9db5cdabb127f0a255813ac8e261fd5cf3611d50aebb45e91d4ad3c77ea54116"},"schema_version":"1.0","source":{"id":"2405.17790","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.17790","created_at":"2026-07-05T10:55:21Z"},{"alias_kind":"arxiv_version","alias_value":"2405.17790v2","created_at":"2026-07-05T10:55:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.17790","created_at":"2026-07-05T10:55:21Z"},{"alias_kind":"pith_short_12","alias_value":"2K6FVCUKID5T","created_at":"2026-07-05T10:55:21Z"},{"alias_kind":"pith_short_16","alias_value":"2K6FVCUKID5TF242","created_at":"2026-07-05T10:55:21Z"},{"alias_kind":"pith_short_8","alias_value":"2K6FVCUK","created_at":"2026-07-05T10:55:21Z"}],"graph_snapshots":[{"event_id":"sha256:5cbac8904ee26d0f76b5b4ae530d40e5feda6cb43ce3be15f8b8f4a5ccc8f54f","target":"graph","created_at":"2026-07-05T10:55:21Z","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/2405.17790/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Human intelligence can retrieve any person according to both visual and language descriptions. However, the current computer vision community studies specific person re-identification (ReID) tasks in different scenarios separately, which limits the applications in the real world. This paper strives to resolve this problem by proposing a novel instruct-ReID task that requires the model to retrieve images according to the given image or language instructions. Instruct-ReID is the first exploration of a general ReID setting, where existing 6 ReID tasks can be viewed as special cases by assigning ","authors_text":"Donglian Qi, Feng Zhu, Lei Bai, Qingsong Xie, Shixiang Tang, Wanli Ouyang, Weizhen He, Yiheng Deng, Yizhou Wang, Yunfeng Yan","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-05-28T03:35:46Z","title":"Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.17790","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":"sha256:3f450afee6fee89366843145f417c0d04dbad26f4d57bc3187579dd2c3fd1528","target":"record","created_at":"2026-07-05T10:55:21Z","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":"579698a4487819ddd237716a06cb18946a72ff44ffabde25712740900515f2ab","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-05-28T03:35:46Z","title_canon_sha256":"9db5cdabb127f0a255813ac8e261fd5cf3611d50aebb45e91d4ad3c77ea54116"},"schema_version":"1.0","source":{"id":"2405.17790","kind":"arxiv","version":2}},"canonical_sha256":"d2bc5a8a8a40fb32eb9acaf032f7e34cc6cfe7cc1a877e16e40ce244342f878b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d2bc5a8a8a40fb32eb9acaf032f7e34cc6cfe7cc1a877e16e40ce244342f878b","first_computed_at":"2026-07-05T10:55:21.249411Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:55:21.249411Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"+iQmH5R5N6AAioWkobUtqqvvw4Z+RuQkdrRfTVer9ihPFVIBwr7v6vV96sPf5rOPTlqM0ChlU5f7/50qhbQoDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:55:21.249905Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.17790","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3f450afee6fee89366843145f417c0d04dbad26f4d57bc3187579dd2c3fd1528","sha256:5cbac8904ee26d0f76b5b4ae530d40e5feda6cb43ce3be15f8b8f4a5ccc8f54f"],"state_sha256":"625fa0952e213ffa4f5c347f3cce7f2679875758f4e526f23d52cf0344341450"}