{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:26Y6OOBY6PQM3L43C6H2BYEV6J","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":"3f12b869f0bcbcf3bcc7f215c4e62064e87474a5b1ca6d1617a8331d3b6a15aa","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2023-04-15T10:24:51Z","title_canon_sha256":"32fbe23be84ed7e78445bf43d925146e2390f218a65c8639e56a0b64f9506a45"},"schema_version":"1.0","source":{"id":"2304.07527","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.07527","created_at":"2026-07-05T09:52:56Z"},{"alias_kind":"arxiv_version","alias_value":"2304.07527v2","created_at":"2026-07-05T09:52:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.07527","created_at":"2026-07-05T09:52:56Z"},{"alias_kind":"pith_short_12","alias_value":"26Y6OOBY6PQM","created_at":"2026-07-05T09:52:56Z"},{"alias_kind":"pith_short_16","alias_value":"26Y6OOBY6PQM3L43","created_at":"2026-07-05T09:52:56Z"},{"alias_kind":"pith_short_8","alias_value":"26Y6OOBY","created_at":"2026-07-05T09:52:56Z"}],"graph_snapshots":[{"event_id":"sha256:33c176a76b5161dcba5e8ad8ca13fb9e3ac390c77059e6c8913575b1f6a36697","target":"graph","created_at":"2026-07-05T09:52:56Z","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/2304.07527/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"DETR has set up a simple end-to-end pipeline for object detection by formulating this task as a set prediction problem, showing promising potential. Despite its notable advancements, this paper identifies two key forms of misalignment within the model: classification-regression misalignment and cross-layer target misalignment. Both issues impede DETR's convergence and degrade its overall performance. To tackle both issues simultaneously, we introduce a novel loss function, termed as Align Loss, designed to resolve the discrepancy between the two tasks. Align Loss guides the optimization of DET","authors_text":"Di Huang, Guodong Wang, Songtao Liu, Xiangyu Zhang, Zheng Ge, Zhi Cai","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2023-04-15T10:24:51Z","title":"Align-DETR: Enhancing End-to-end Object Detection with Aligned Loss"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.07527","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":"sha256:9505c8ff6ea1e8a997d98f31d0a250cd1cd5d261d385bf6892e3ff5da0663fe3","target":"record","created_at":"2026-07-05T09:52:56Z","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":"3f12b869f0bcbcf3bcc7f215c4e62064e87474a5b1ca6d1617a8331d3b6a15aa","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2023-04-15T10:24:51Z","title_canon_sha256":"32fbe23be84ed7e78445bf43d925146e2390f218a65c8639e56a0b64f9506a45"},"schema_version":"1.0","source":{"id":"2304.07527","kind":"arxiv","version":2}},"canonical_sha256":"d7b1e73838f3e0cdaf9b178fa0e095f24d75a6853309f1f930187ff153038963","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d7b1e73838f3e0cdaf9b178fa0e095f24d75a6853309f1f930187ff153038963","first_computed_at":"2026-07-05T09:52:56.435515Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:52:56.435515Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"AR9rGQyvxrd0XA0wexaMgn807zdnNu+qCy0BvXK60k7xlst4IVCnhuU0fRhg+j87OdQgNULrlj4kfRCclv2uAA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:52:56.435978Z","signed_message":"canonical_sha256_bytes"},"source_id":"2304.07527","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9505c8ff6ea1e8a997d98f31d0a250cd1cd5d261d385bf6892e3ff5da0663fe3","sha256:33c176a76b5161dcba5e8ad8ca13fb9e3ac390c77059e6c8913575b1f6a36697"],"state_sha256":"9ae1ec8060020567dba06ac4264b1f62d20ead4e5b3813952081e0bedcd35529"}