{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:HXGLTBEJY7KHJ7K4ZU6XPCPCXK","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":"e3dddb4ec4b15f583b1cd69c7cf6fc2fa661b3062f1de87ceea2f0fe9ef6aaaf","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-08-25T12:35:48Z","title_canon_sha256":"3e25e30b694d925a8659eef8941ad1638f20f975620594d56910807dd8f39edd"},"schema_version":"1.0","source":{"id":"2008.10960","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2008.10960","created_at":"2026-07-05T02:22:16Z"},{"alias_kind":"arxiv_version","alias_value":"2008.10960v2","created_at":"2026-07-05T02:22:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2008.10960","created_at":"2026-07-05T02:22:16Z"},{"alias_kind":"pith_short_12","alias_value":"HXGLTBEJY7KH","created_at":"2026-07-05T02:22:16Z"},{"alias_kind":"pith_short_16","alias_value":"HXGLTBEJY7KHJ7K4","created_at":"2026-07-05T02:22:16Z"},{"alias_kind":"pith_short_8","alias_value":"HXGLTBEJ","created_at":"2026-07-05T02:22:16Z"}],"graph_snapshots":[{"event_id":"sha256:73a549cdca933aac3502a370ec81ff5a3fbfa9be0156b5beb8498237071fbb4f","target":"graph","created_at":"2026-07-05T02:22:16Z","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/2008.10960/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Existing approaches and datasets for face aging produce results skewed towards the mean, with individual variations and expression wrinkles often invisible or overlooked in favor of global patterns such as the fattening of the face. Moreover, they offer little to no control over the way the faces are aged and can difficultly be scaled to large images, thus preventing their usage in many real-world applications. To address these limitations, we present an approach to change the appearance of a high-resolution image using ethnicity-specific aging information and weak spatial supervision to guide","authors_text":"Frederic Flament, Julien Despois, Matthieu Perrot","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-08-25T12:35:48Z","title":"AgingMapGAN (AMGAN): High-Resolution Controllable Face Aging with Spatially-Aware Conditional GANs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2008.10960","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:e61452cd733611dc55f1f8ee7eccfd9c9f40a02a25a400bba221608d792f437d","target":"record","created_at":"2026-07-05T02:22:16Z","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":"e3dddb4ec4b15f583b1cd69c7cf6fc2fa661b3062f1de87ceea2f0fe9ef6aaaf","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-08-25T12:35:48Z","title_canon_sha256":"3e25e30b694d925a8659eef8941ad1638f20f975620594d56910807dd8f39edd"},"schema_version":"1.0","source":{"id":"2008.10960","kind":"arxiv","version":2}},"canonical_sha256":"3dccb98489c7d474fd5ccd3d7789e2ba8aa39a4633165df8eac0190af152d2a5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3dccb98489c7d474fd5ccd3d7789e2ba8aa39a4633165df8eac0190af152d2a5","first_computed_at":"2026-07-05T02:22:16.721705Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T02:22:16.721705Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"00/5/pocwcCjUBWEPvxhj9zJZTmhF9vTaM9xxZw34ZciXk+oYkZAjlBKRPMpfxE5krTNWFqiOGYvF5W53k0zBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T02:22:16.722123Z","signed_message":"canonical_sha256_bytes"},"source_id":"2008.10960","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e61452cd733611dc55f1f8ee7eccfd9c9f40a02a25a400bba221608d792f437d","sha256:73a549cdca933aac3502a370ec81ff5a3fbfa9be0156b5beb8498237071fbb4f"],"state_sha256":"357cc792ba51f9db40d9541bcc82fc12bc7e6470761f87a2d3e3995cdbc5da75"}