{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:3I5AYUNWHEFQ7MAZDZD6E7P2NQ","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":"f03f3eee581f96aa4095c59228763609d76dce62546335a8b35f4f53a3f3d43e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-14T10:11:35Z","title_canon_sha256":"ce947aafd86d980477d473f1ca2a8cff42a6f01ce459c384a3145cf9ab16390d"},"schema_version":"1.0","source":{"id":"2505.09256","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.09256","created_at":"2026-07-05T11:03:05Z"},{"alias_kind":"arxiv_version","alias_value":"2505.09256v1","created_at":"2026-07-05T11:03:05Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.09256","created_at":"2026-07-05T11:03:05Z"},{"alias_kind":"pith_short_12","alias_value":"3I5AYUNWHEFQ","created_at":"2026-07-05T11:03:05Z"},{"alias_kind":"pith_short_16","alias_value":"3I5AYUNWHEFQ7MAZ","created_at":"2026-07-05T11:03:05Z"},{"alias_kind":"pith_short_8","alias_value":"3I5AYUNW","created_at":"2026-07-05T11:03:05Z"}],"graph_snapshots":[{"event_id":"sha256:60886a00fcdaed8ae3948a522a533f63af947012e1ccd1d7eba927df833967b9","target":"graph","created_at":"2026-07-05T11:03:05Z","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/2505.09256/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The goal of this paper is to enhance face recognition performance by augmenting head poses during the testing phase. Existing methods often rely on training on frontalised images or learning pose-invariant representations, yet both approaches typically require re-training and testing for each dataset, involving a substantial amount of effort. In contrast, this study proposes Pose-TTA, a novel approach that aligns faces at inference time without additional training. To achieve this, we employ a portrait animator that transfers the source image identity into the pose of a driving image. Instead ","authors_text":"Jaemin Jung, Joon Son Chung, Youngjoon Jang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-14T10:11:35Z","title":"Test-Time Augmentation for Pose-invariant Face Recognition"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.09256","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":"sha256:37eefcd1e715f26af3d35d6bbffc8d2ee82b01bfc05ee3f26baf62896a7535c9","target":"record","created_at":"2026-07-05T11:03:05Z","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":"f03f3eee581f96aa4095c59228763609d76dce62546335a8b35f4f53a3f3d43e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-14T10:11:35Z","title_canon_sha256":"ce947aafd86d980477d473f1ca2a8cff42a6f01ce459c384a3145cf9ab16390d"},"schema_version":"1.0","source":{"id":"2505.09256","kind":"arxiv","version":1}},"canonical_sha256":"da3a0c51b6390b0fb0191e47e27dfa6c350f93ab8a4afe1ff080aeaef723ea77","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"da3a0c51b6390b0fb0191e47e27dfa6c350f93ab8a4afe1ff080aeaef723ea77","first_computed_at":"2026-07-05T11:03:05.075012Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:03:05.075012Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ns138k1W3H7Q8PfFA7msP4qJyx1Zc7aTbQHGWTjJoH5tpZkeNxzzWXBoTatekyvCklJ1I53a9XWSxIcw7AW0Dg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:03:05.075596Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.09256","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:37eefcd1e715f26af3d35d6bbffc8d2ee82b01bfc05ee3f26baf62896a7535c9","sha256:60886a00fcdaed8ae3948a522a533f63af947012e1ccd1d7eba927df833967b9"],"state_sha256":"c248c13af1bfb1f9c8f92f065a5b24abcd2fea72a8f819c84353211f0a9c9906"}