{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:MU3YZYOSEXRNT5T6BQAYSYKON7","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":"09d05c2e027339a5cf12fb120a89f8bdc8550f355093ee14bf6184bac5df29bd","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-06-07T06:14:07Z","title_canon_sha256":"7ccb726086f4df52a83c995bccd9e7979887c5fadaa5f46236265588a865d6ea"},"schema_version":"1.0","source":{"id":"1906.02913","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1906.02913","created_at":"2026-07-05T00:54:29Z"},{"alias_kind":"arxiv_version","alias_value":"1906.02913v3","created_at":"2026-07-05T00:54:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1906.02913","created_at":"2026-07-05T00:54:29Z"},{"alias_kind":"pith_short_12","alias_value":"MU3YZYOSEXRN","created_at":"2026-07-05T00:54:29Z"},{"alias_kind":"pith_short_16","alias_value":"MU3YZYOSEXRNT5T6","created_at":"2026-07-05T00:54:29Z"},{"alias_kind":"pith_short_8","alias_value":"MU3YZYOS","created_at":"2026-07-05T00:54:29Z"}],"graph_snapshots":[{"event_id":"sha256:bd86d5f86894c8fada5b88ae6377c42f28bf97fb3f9186a2298d55e8a4841d09","target":"graph","created_at":"2026-07-05T00:54:29Z","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/1906.02913/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper introduces a neural style transfer model to generate a stylized image conditioning on a set of examples describing the desired style. The proposed solution produces high-quality images even in the zero-shot setting and allows for more freedom in changes to the content geometry. This is made possible by introducing a novel Two-Stage Peer-Regularization Layer that recombines style and content in latent space by means of a custom graph convolutional layer. Contrary to the vast majority of existing solutions, our model does not depend on any pre-trained networks for computing perceptual","authors_text":"Asha Anoosheh, Christian Osendorfer, Jan Svoboda, Jonathan Masci","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-06-07T06:14:07Z","title":"Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1906.02913","kind":"arxiv","version":3},"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":"sha256:9de9326e8ea92d031af4619b568cc1d3edf9834cac7e93ca591e669fe35fc8c4","target":"record","created_at":"2026-07-05T00:54:29Z","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":"09d05c2e027339a5cf12fb120a89f8bdc8550f355093ee14bf6184bac5df29bd","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-06-07T06:14:07Z","title_canon_sha256":"7ccb726086f4df52a83c995bccd9e7979887c5fadaa5f46236265588a865d6ea"},"schema_version":"1.0","source":{"id":"1906.02913","kind":"arxiv","version":3}},"canonical_sha256":"65378ce1d225e2d9f67e0c0189614e6fe111918b143050e28619bb53a9c3e1b7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"65378ce1d225e2d9f67e0c0189614e6fe111918b143050e28619bb53a9c3e1b7","first_computed_at":"2026-07-05T00:54:29.275477Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T00:54:29.275477Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CDLz7Wg2cQuRTOh5thRRTH8aVnlTxiC0Ygu0FqyukyaW7U/wCQi2L9fjrm76sPPsF775W/3RvIUIka3n72Y1Dw==","signature_status":"signed_v1","signed_at":"2026-07-05T00:54:29.275881Z","signed_message":"canonical_sha256_bytes"},"source_id":"1906.02913","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9de9326e8ea92d031af4619b568cc1d3edf9834cac7e93ca591e669fe35fc8c4","sha256:bd86d5f86894c8fada5b88ae6377c42f28bf97fb3f9186a2298d55e8a4841d09"],"state_sha256":"dbee2e7cf883975e725d250274a67452fa5b261ed395f728e2055413a2e8ff13"}