{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:TRABHA56ABVSQCKEDC3VTV544D","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":"44a417c025e4da7cc3dc69dbeed78643c03999923625715cbe084fea91d2b758","cross_cats_sorted":["cs.GR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2020-08-06T00:10:03Z","title_canon_sha256":"59d62a7697f404edd6e048572fc21096630172267a8d129ca4aece1f32b94db5"},"schema_version":"1.0","source":{"id":"2008.02401","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2008.02401","created_at":"2026-07-05T03:19:59Z"},{"alias_kind":"arxiv_version","alias_value":"2008.02401v2","created_at":"2026-07-05T03:19:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2008.02401","created_at":"2026-07-05T03:19:59Z"},{"alias_kind":"pith_short_12","alias_value":"TRABHA56ABVS","created_at":"2026-07-05T03:19:59Z"},{"alias_kind":"pith_short_16","alias_value":"TRABHA56ABVSQCKE","created_at":"2026-07-05T03:19:59Z"},{"alias_kind":"pith_short_8","alias_value":"TRABHA56","created_at":"2026-07-05T03:19:59Z"}],"graph_snapshots":[{"event_id":"sha256:0c45485d65b6f289b5f508f2784be6d219f9ae10beee0738e5a2fbb0c35f0eed","target":"graph","created_at":"2026-07-05T03:19:59Z","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/2008.02401/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"High-quality, diverse, and photorealistic images can now be generated by unconditional GANs (e.g., StyleGAN). However, limited options exist to control the generation process using (semantic) attributes, while still preserving the quality of the output. Further, due to the entangled nature of the GAN latent space, performing edits along one attribute can easily result in unwanted changes along other attributes. In this paper, in the context of conditional exploration of entangled latent spaces, we investigate the two sub-problems of attribute-conditioned sampling and attribute-controlled editi","authors_text":"Niloy Mitra, Peihao Zhu, Peter Wonka, Rameen Abdal","cross_cats":["cs.GR"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2020-08-06T00:10:03Z","title":"StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2008.02401","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:b199eec6cef098193029d10f7237ab655c15d223096aa8e43814b8042753b748","target":"record","created_at":"2026-07-05T03:19:59Z","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":"44a417c025e4da7cc3dc69dbeed78643c03999923625715cbe084fea91d2b758","cross_cats_sorted":["cs.GR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2020-08-06T00:10:03Z","title_canon_sha256":"59d62a7697f404edd6e048572fc21096630172267a8d129ca4aece1f32b94db5"},"schema_version":"1.0","source":{"id":"2008.02401","kind":"arxiv","version":2}},"canonical_sha256":"9c401383be006b28094418b759d7bce0c729311614c4d42011ce0f87ae199523","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9c401383be006b28094418b759d7bce0c729311614c4d42011ce0f87ae199523","first_computed_at":"2026-07-05T03:19:59.347618Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:19:59.347618Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PnG0UdH1r7ul8B19Zj6WZ9lDf5w6tL1NvPs5CaxZiJx7q1HTeirE8HqV8i45Gc6T9Xo9/2FUmyEWwFqVpdM/DA==","signature_status":"signed_v1","signed_at":"2026-07-05T03:19:59.348060Z","signed_message":"canonical_sha256_bytes"},"source_id":"2008.02401","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b199eec6cef098193029d10f7237ab655c15d223096aa8e43814b8042753b748","sha256:0c45485d65b6f289b5f508f2784be6d219f9ae10beee0738e5a2fbb0c35f0eed"],"state_sha256":"b5baace062e2b1531d91c48f1b19c9cf5342c47124a3fbf3a863ab545fe3b9ae"}