{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2021:CYNT4VPD27GTNSNDEVISF7E7TX","short_pith_number":"pith:CYNT4VPD","canonical_record":{"source":{"id":"2107.06256","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2021-07-13T17:31:34Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"80bfefce270c6753a9bcf20885fee48f2b0f7d481f56faea28738fa71c60279d","abstract_canon_sha256":"2b620e49d1e71f969e86529c41ea00c2e3952d69d3d0894484458276c1117451"},"schema_version":"1.0"},"canonical_sha256":"161b3e55e3d7cd36c9a3255122fc9f9dd4d1ad275a5b60024199bdbbaf4e2679","source":{"kind":"arxiv","id":"2107.06256","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2107.06256","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"arxiv_version","alias_value":"2107.06256v3","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2107.06256","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"pith_short_12","alias_value":"CYNT4VPD27GT","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"pith_short_16","alias_value":"CYNT4VPD27GTNSND","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"pith_short_8","alias_value":"CYNT4VPD","created_at":"2026-07-05T03:08:46Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2021:CYNT4VPD27GTNSNDEVISF7E7TX","target":"record","payload":{"canonical_record":{"source":{"id":"2107.06256","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2021-07-13T17:31:34Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"80bfefce270c6753a9bcf20885fee48f2b0f7d481f56faea28738fa71c60279d","abstract_canon_sha256":"2b620e49d1e71f969e86529c41ea00c2e3952d69d3d0894484458276c1117451"},"schema_version":"1.0"},"canonical_sha256":"161b3e55e3d7cd36c9a3255122fc9f9dd4d1ad275a5b60024199bdbbaf4e2679","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T03:08:46.591586Z","signature_b64":"dFugD6wR8onOJ5xlnlJ+i3kK4+GBIIboMBXsuoIBIvKMAYkvS9mNtsGW2wcw2OJBfpeznSPgob0QjMWP0K0SAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"161b3e55e3d7cd36c9a3255122fc9f9dd4d1ad275a5b60024199bdbbaf4e2679","last_reissued_at":"2026-07-05T03:08:46.591214Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T03:08:46.591214Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2107.06256","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T03:08:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PH+4656h3t5gh7KjwBvRgqNnwooTC/XzT1G/BHe9rU4HBV92XCY9f3wYOBxOvOjhJFjWvi+mrYDcOYLCQqaMBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-21T05:27:27.416231Z"},"content_sha256":"25603d733920ea732a72d030780fa1986f6ace63b89cd36f47894ad4ecf61e7b","schema_version":"1.0","event_id":"sha256:25603d733920ea732a72d030780fa1986f6ace63b89cd36f47894ad4ecf61e7b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2021:CYNT4VPD27GTNSNDEVISF7E7TX","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.CV","authors_text":"Abhishek Kumar, David Forsyth, Min Jin Chong, Wen-Sheng Chu","submitted_at":"2021-07-13T17:31:34Z","abstract_excerpt":"We present Retrieve in Style (RIS), an unsupervised framework for facial feature transfer and retrieval on real images. Recent work shows capabilities of transferring local facial features by capitalizing on the disentanglement property of the StyleGAN latent space. RIS improves existing art on the following: 1) Introducing more effective feature disentanglement to allow for challenging transfers (ie, hair, pose) that were not shown possible in SoTA methods. 2) Eliminating the need for per-image hyperparameter tuning, and for computing a catalog over a large batch of images. 3) Enabling fine-g"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2107.06256","kind":"arxiv","version":3},"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/2107.06256/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":"2026-07-05T03:08:46Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/MpGeotJPlJaM3HuYbR4+EFgf83pyofILQYWELtMR6bXnaFbVlAvhbqNnnGkllrCOLSgTG2IyymC7lamsGE7BQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-21T05:27:27.416619Z"},"content_sha256":"ceab5fdd473bd158e423b0fbf7836b335e02d64b58764693218c0235d8542d2e","schema_version":"1.0","event_id":"sha256:ceab5fdd473bd158e423b0fbf7836b335e02d64b58764693218c0235d8542d2e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/CYNT4VPD27GTNSNDEVISF7E7TX/bundle.json","state_url":"https://pith.science/pith/CYNT4VPD27GTNSNDEVISF7E7TX/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/CYNT4VPD27GTNSNDEVISF7E7TX/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":"2026-07-21T05:27:27Z","links":{"resolver":"https://pith.science/pith/CYNT4VPD27GTNSNDEVISF7E7TX","bundle":"https://pith.science/pith/CYNT4VPD27GTNSNDEVISF7E7TX/bundle.json","state":"https://pith.science/pith/CYNT4VPD27GTNSNDEVISF7E7TX/state.json","well_known_bundle":"https://pith.science/.well-known/pith/CYNT4VPD27GTNSNDEVISF7E7TX/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:CYNT4VPD27GTNSNDEVISF7E7TX","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":"2b620e49d1e71f969e86529c41ea00c2e3952d69d3d0894484458276c1117451","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2021-07-13T17:31:34Z","title_canon_sha256":"80bfefce270c6753a9bcf20885fee48f2b0f7d481f56faea28738fa71c60279d"},"schema_version":"1.0","source":{"id":"2107.06256","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2107.06256","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"arxiv_version","alias_value":"2107.06256v3","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2107.06256","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"pith_short_12","alias_value":"CYNT4VPD27GT","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"pith_short_16","alias_value":"CYNT4VPD27GTNSND","created_at":"2026-07-05T03:08:46Z"},{"alias_kind":"pith_short_8","alias_value":"CYNT4VPD","created_at":"2026-07-05T03:08:46Z"}],"graph_snapshots":[{"event_id":"sha256:ceab5fdd473bd158e423b0fbf7836b335e02d64b58764693218c0235d8542d2e","target":"graph","created_at":"2026-07-05T03:08:46Z","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/2107.06256/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present Retrieve in Style (RIS), an unsupervised framework for facial feature transfer and retrieval on real images. Recent work shows capabilities of transferring local facial features by capitalizing on the disentanglement property of the StyleGAN latent space. RIS improves existing art on the following: 1) Introducing more effective feature disentanglement to allow for challenging transfers (ie, hair, pose) that were not shown possible in SoTA methods. 2) Eliminating the need for per-image hyperparameter tuning, and for computing a catalog over a large batch of images. 3) Enabling fine-g","authors_text":"Abhishek Kumar, David Forsyth, Min Jin Chong, Wen-Sheng Chu","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2021-07-13T17:31:34Z","title":"Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2107.06256","kind":"arxiv","version":3},"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":"sha256:25603d733920ea732a72d030780fa1986f6ace63b89cd36f47894ad4ecf61e7b","target":"record","created_at":"2026-07-05T03:08:46Z","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":"2b620e49d1e71f969e86529c41ea00c2e3952d69d3d0894484458276c1117451","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2021-07-13T17:31:34Z","title_canon_sha256":"80bfefce270c6753a9bcf20885fee48f2b0f7d481f56faea28738fa71c60279d"},"schema_version":"1.0","source":{"id":"2107.06256","kind":"arxiv","version":3}},"canonical_sha256":"161b3e55e3d7cd36c9a3255122fc9f9dd4d1ad275a5b60024199bdbbaf4e2679","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"161b3e55e3d7cd36c9a3255122fc9f9dd4d1ad275a5b60024199bdbbaf4e2679","first_computed_at":"2026-07-05T03:08:46.591214Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:08:46.591214Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"dFugD6wR8onOJ5xlnlJ+i3kK4+GBIIboMBXsuoIBIvKMAYkvS9mNtsGW2wcw2OJBfpeznSPgob0QjMWP0K0SAw==","signature_status":"signed_v1","signed_at":"2026-07-05T03:08:46.591586Z","signed_message":"canonical_sha256_bytes"},"source_id":"2107.06256","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:25603d733920ea732a72d030780fa1986f6ace63b89cd36f47894ad4ecf61e7b","sha256:ceab5fdd473bd158e423b0fbf7836b335e02d64b58764693218c0235d8542d2e"],"state_sha256":"c69b4837e1e976d4caa8105c5da89c2ee70e17c55f5f52148cfcffd1c866743d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"54MPMIv8mUftB6aeUYekxbClwcSlQvgZItvo/qYN1Ynf7MTX7uMYyTB78tS37sOao+QeuUKRfyoX28zLDXB6CQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-21T05:27:27.419107Z","bundle_sha256":"63c76bf77ad443fc1d567edfb106cd30e689813efdba1a82762302bd6dc2bfed"}}