{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:P4EFPAYYCPKQJXMFVDK5X3DLEB","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":"694a71c52ea834d196bfdcbee1f431fc3632571773bc0cc46688e395d1f1126e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-07-17T04:05:17Z","title_canon_sha256":"221f35a7bd745452ffb309cf82d8281b55c34f8ecd0d8cd8525831bcd6ed7e95"},"schema_version":"1.0","source":{"id":"2207.08072","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2207.08072","created_at":"2026-07-05T04:41:00Z"},{"alias_kind":"arxiv_version","alias_value":"2207.08072v1","created_at":"2026-07-05T04:41:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2207.08072","created_at":"2026-07-05T04:41:00Z"},{"alias_kind":"pith_short_12","alias_value":"P4EFPAYYCPKQ","created_at":"2026-07-05T04:41:00Z"},{"alias_kind":"pith_short_16","alias_value":"P4EFPAYYCPKQJXMF","created_at":"2026-07-05T04:41:00Z"},{"alias_kind":"pith_short_8","alias_value":"P4EFPAYY","created_at":"2026-07-05T04:41:00Z"}],"graph_snapshots":[{"event_id":"sha256:10b8cd323fd299243209d750cb7e6ebfddf8c6c8f7b559b7d2c706c0075f1ea7","target":"graph","created_at":"2026-07-05T04:41:00Z","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/2207.08072/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Sketching is an intuitive and effective way for content creation. While significant progress has been made for photorealistic image generation by using generative adversarial networks, it remains challenging to take a fine-grained control on synthetic content. The instance normalization layer, which is widely adopted in existing image translation networks, washes away details in the input sketch and leads to loss of precise control on the desired shape of the generated face images. In this paper, we comprehensively investigate the effect of instance normalization on generating photorealistic f","authors_text":"Xuejin Chen, Zhihua Cheng","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-07-17T04:05:17Z","title":"Effect of Instance Normalization on Fine-Grained Control for Sketch-Based Face Image Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2207.08072","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":"sha256:945a6e64fb9eb217086d55377c2b99aba76085dd8885ba33059651396bff8894","target":"record","created_at":"2026-07-05T04:41:00Z","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":"694a71c52ea834d196bfdcbee1f431fc3632571773bc0cc46688e395d1f1126e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2022-07-17T04:05:17Z","title_canon_sha256":"221f35a7bd745452ffb309cf82d8281b55c34f8ecd0d8cd8525831bcd6ed7e95"},"schema_version":"1.0","source":{"id":"2207.08072","kind":"arxiv","version":1}},"canonical_sha256":"7f0857831813d504dd85a8d5dbec6b2058415bd88ece81a874a584b5bb96e59d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7f0857831813d504dd85a8d5dbec6b2058415bd88ece81a874a584b5bb96e59d","first_computed_at":"2026-07-05T04:41:00.579529Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:41:00.579529Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"McexzYC5/sajOfr9PeiYXyFAFiq5O2+vq9Yl4IiqS71LkwVFKa3ZLelOXi1s0hSJw3dc1miHm2XjrcXX/3stAA==","signature_status":"signed_v1","signed_at":"2026-07-05T04:41:00.579912Z","signed_message":"canonical_sha256_bytes"},"source_id":"2207.08072","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:945a6e64fb9eb217086d55377c2b99aba76085dd8885ba33059651396bff8894","sha256:10b8cd323fd299243209d750cb7e6ebfddf8c6c8f7b559b7d2c706c0075f1ea7"],"state_sha256":"0c9ff6dd7c3e3e738da5614306b2bdffb5f649345451eec24f07d5acf3db04c0"}