{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:LKS5XNDHF7OXBZ4CLBRZDS657W","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":"9961609583150e58202e20d97ffed57b018b4a5c5fbc51f8759ed80d95402614","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-02-07T12:40:35Z","title_canon_sha256":"2b664f41ad6ae1077f2f92c3dcacba3f45ba1105d23edfd9690ad4a71a156002"},"schema_version":"1.0","source":{"id":"1702.01983","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1702.01983","created_at":"2026-05-18T00:43:26Z"},{"alias_kind":"arxiv_version","alias_value":"1702.01983v2","created_at":"2026-05-18T00:43:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1702.01983","created_at":"2026-05-18T00:43:26Z"},{"alias_kind":"pith_short_12","alias_value":"LKS5XNDHF7OX","created_at":"2026-05-18T12:31:28Z"},{"alias_kind":"pith_short_16","alias_value":"LKS5XNDHF7OXBZ4C","created_at":"2026-05-18T12:31:28Z"},{"alias_kind":"pith_short_8","alias_value":"LKS5XNDH","created_at":"2026-05-18T12:31:28Z"}],"graph_snapshots":[{"event_id":"sha256:a0a15b32798d68a4d95635f1074ee70d3e5b4c6cef8271a11538278649595b87","target":"graph","created_at":"2026-05-18T00:43:26Z","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":"It has been recently shown that Generative Adversarial Networks (GANs) can produce synthetic images of exceptional visual fidelity. In this work, we propose the GAN-based method for automatic face aging. Contrary to previous works employing GANs for altering of facial attributes, we make a particular emphasize on preserving the original person's identity in the aged version of his/her face. To this end, we introduce a novel approach for \"Identity-Preserving\" optimization of GAN's latent vectors. The objective evaluation of the resulting aged and rejuvenated face images by the state-of-the-art ","authors_text":"Grigory Antipov, Jean-Luc Dugelay, Moez Baccouche","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-02-07T12:40:35Z","title":"Face Aging With Conditional Generative Adversarial Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1702.01983","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":"sha256:592959d00d58d8fde9c33151a84f875d034d89cd7ff7a6efd939155b1d6ed6ca","target":"record","created_at":"2026-05-18T00:43:26Z","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":"9961609583150e58202e20d97ffed57b018b4a5c5fbc51f8759ed80d95402614","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-02-07T12:40:35Z","title_canon_sha256":"2b664f41ad6ae1077f2f92c3dcacba3f45ba1105d23edfd9690ad4a71a156002"},"schema_version":"1.0","source":{"id":"1702.01983","kind":"arxiv","version":2}},"canonical_sha256":"5aa5dbb4672fdd70e782586391cbddfd95da89bbfe8f2c725fe4f20370b1c6cd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5aa5dbb4672fdd70e782586391cbddfd95da89bbfe8f2c725fe4f20370b1c6cd","first_computed_at":"2026-05-18T00:43:26.835304Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:43:26.835304Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8yx/d8W9/MqEgl/Jq0qjibkLZv3HNvCAh1rBn6XH/9nt0r0pFgWndCibZZLLj3WGP57Y43tpIueF91DrqSxtDw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:43:26.835849Z","signed_message":"canonical_sha256_bytes"},"source_id":"1702.01983","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:592959d00d58d8fde9c33151a84f875d034d89cd7ff7a6efd939155b1d6ed6ca","sha256:a0a15b32798d68a4d95635f1074ee70d3e5b4c6cef8271a11538278649595b87"],"state_sha256":"93a8820af4c67b8bff9c3d16790e619c009a0e8da44665a19a0a707324f267de"}