{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:3U32SAKBO5SEN24QEOIE33HDUQ","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":"0450d3b1caded745970d1406b6bd7edf78664b1c038d5948d0fb1d1a939f68f3","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-02-09T07:33:48Z","title_canon_sha256":"db2e0c4940fb8b39889f96aa961527026a8f10ffba3833ebd65ee5cd5e01027a"},"schema_version":"1.0","source":{"id":"2002.03308","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2002.03308","created_at":"2026-07-05T02:11:42Z"},{"alias_kind":"arxiv_version","alias_value":"2002.03308v2","created_at":"2026-07-05T02:11:42Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2002.03308","created_at":"2026-07-05T02:11:42Z"},{"alias_kind":"pith_short_12","alias_value":"3U32SAKBO5SE","created_at":"2026-07-05T02:11:42Z"},{"alias_kind":"pith_short_16","alias_value":"3U32SAKBO5SEN24Q","created_at":"2026-07-05T02:11:42Z"},{"alias_kind":"pith_short_8","alias_value":"3U32SAKB","created_at":"2026-07-05T02:11:42Z"}],"graph_snapshots":[{"event_id":"sha256:13e6579cec5387cac2cd33208562c7d84e71cfe4fefd7c60cd7b5b89d387b83d","target":"graph","created_at":"2026-07-05T02:11:42Z","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/2002.03308/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Obtaining a high-quality frontal face image from a low-resolution (LR) non-frontal face image is primarily important for many facial analysis applications. However, mainstreams either focus on super-resolving near-frontal LR faces or frontalizing non-frontal high-resolution (HR) faces. It is desirable to perform both tasks seamlessly for daily-life unconstrained face images. In this paper, we present a novel Vivid Face Hallucination Generative Adversarial Network (VividGAN) for simultaneously super-resolving and frontalizing tiny non-frontal face images. VividGAN consists of coarse-level and f","authors_text":"Ivor W.Tsang, Jun Li, Ping Liu, Xiaobo Lu, Xin Yu, Yang Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-02-09T07:33:48Z","title":"Face Hallucination with Finishing Touches"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2002.03308","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":"sha256:4caeb9ae0465f40b67560f2a2ad26533c607a0190e40ba65d5e38eed281ab159","target":"record","created_at":"2026-07-05T02:11:42Z","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":"0450d3b1caded745970d1406b6bd7edf78664b1c038d5948d0fb1d1a939f68f3","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-02-09T07:33:48Z","title_canon_sha256":"db2e0c4940fb8b39889f96aa961527026a8f10ffba3833ebd65ee5cd5e01027a"},"schema_version":"1.0","source":{"id":"2002.03308","kind":"arxiv","version":2}},"canonical_sha256":"dd37a90141776446eb9023904dece3a42ba1ab4689617789c9708c0a3e29a8ae","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"dd37a90141776446eb9023904dece3a42ba1ab4689617789c9708c0a3e29a8ae","first_computed_at":"2026-07-05T02:11:42.321102Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T02:11:42.321102Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"W1otg6b8746f/nZLwNplS/35gbESt/YzWcdBJTqI5pERwcYWp6DfifxvsZWGpEA58bfPNxqW9L+jGo8i9t2ODw==","signature_status":"signed_v1","signed_at":"2026-07-05T02:11:42.321541Z","signed_message":"canonical_sha256_bytes"},"source_id":"2002.03308","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4caeb9ae0465f40b67560f2a2ad26533c607a0190e40ba65d5e38eed281ab159","sha256:13e6579cec5387cac2cd33208562c7d84e71cfe4fefd7c60cd7b5b89d387b83d"],"state_sha256":"93e44097f303a77d635461f3271e140d869e44e93b25b125fad79aa30bcb0824"}