{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:2SKWXPMP63ZHQQOWUOGVYUB3ST","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":"c831ba1ea0e2015342ee957c413a8ba50d843a45de9b684c0a35f6020fadebde","cross_cats_sorted":["cs.LG","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GR","submitted_at":"2018-06-24T02:33:00Z","title_canon_sha256":"d92b444de36ca3dac7c8aa381e401ca28f1869aac0beff310ea40857e4705a39"},"schema_version":"1.0","source":{"id":"1806.09070","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1806.09070","created_at":"2026-05-18T00:12:30Z"},{"alias_kind":"arxiv_version","alias_value":"1806.09070v1","created_at":"2026-05-18T00:12:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1806.09070","created_at":"2026-05-18T00:12:30Z"},{"alias_kind":"pith_short_12","alias_value":"2SKWXPMP63ZH","created_at":"2026-05-18T12:32:02Z"},{"alias_kind":"pith_short_16","alias_value":"2SKWXPMP63ZHQQOW","created_at":"2026-05-18T12:32:02Z"},{"alias_kind":"pith_short_8","alias_value":"2SKWXPMP","created_at":"2026-05-18T12:32:02Z"}],"graph_snapshots":[{"event_id":"sha256:de49c6c296da60d209119d383c1dd2e0dbe350555c4c859a91dfeb8e29997a46","target":"graph","created_at":"2026-05-18T00:12:30Z","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"},"paper":{"abstract_excerpt":"We investigate nearest neighbor and generative models for transferring pose between persons. We take in a video of one person performing a sequence of actions and attempt to generate a video of another person performing the same actions. Our generative model (pix2pix) outperforms k-NN at both generating corresponding frames and generalizing outside the demonstrated action set. Our most salient contribution is determining a pipeline (pose detection, face detection, k-NN based pairing) that is effective at perform-ing the desired task. We also detail several iterative improvements and failure mo","authors_text":"Alexander Li, Gokul Swamy, Patrick Chao","cross_cats":["cs.LG","stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GR","submitted_at":"2018-06-24T02:33:00Z","title":"Generative Models for Pose Transfer"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1806.09070","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:f0e6beb1b1cacbbfd3a93e425e85f0dbc20dfa34995f8b1722f828f50d36046f","target":"record","created_at":"2026-05-18T00:12:30Z","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":"c831ba1ea0e2015342ee957c413a8ba50d843a45de9b684c0a35f6020fadebde","cross_cats_sorted":["cs.LG","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GR","submitted_at":"2018-06-24T02:33:00Z","title_canon_sha256":"d92b444de36ca3dac7c8aa381e401ca28f1869aac0beff310ea40857e4705a39"},"schema_version":"1.0","source":{"id":"1806.09070","kind":"arxiv","version":1}},"canonical_sha256":"d4956bbd8ff6f27841d6a38d5c503b94e1e2e2bf475c58e92b68b3f6311c565a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d4956bbd8ff6f27841d6a38d5c503b94e1e2e2bf475c58e92b68b3f6311c565a","first_computed_at":"2026-05-18T00:12:30.443043Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:12:30.443043Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"MHdXQWfEOKhcaE4IjXmTZaOSWawzAiKKE6RAROk6rNvbqw0vrIVGrzEmex3UK0f7zxoKGFbS4vPKL8+ypceBBQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:12:30.443518Z","signed_message":"canonical_sha256_bytes"},"source_id":"1806.09070","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f0e6beb1b1cacbbfd3a93e425e85f0dbc20dfa34995f8b1722f828f50d36046f","sha256:de49c6c296da60d209119d383c1dd2e0dbe350555c4c859a91dfeb8e29997a46"],"state_sha256":"36428a629a1b408cfdf1f524a83f1a23d668a1b0b52fe3e2088a04fc90f6ed05"}