{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2018:4SVZ2HUGFK5V5ZNAJGAIMEIRN2","short_pith_number":"pith:4SVZ2HUG","canonical_record":{"source":{"id":"1809.05852","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-09-16T10:42:29Z","cross_cats_sorted":[],"title_canon_sha256":"63107c9c9746f89432c4549af2b5c211767081598971fa0bbec5c2acf4a6625c","abstract_canon_sha256":"4dcb5db72571a6dab84bad71dfdcfe6eee97c6d72a6915b824b9cbf049df20ed"},"schema_version":"1.0"},"canonical_sha256":"e4ab9d1e862abb5ee5a049808611116e83d1d74b38c0b9b1832c1d6d5890937a","source":{"kind":"arxiv","id":"1809.05852","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1809.05852","created_at":"2026-05-18T00:00:01Z"},{"alias_kind":"arxiv_version","alias_value":"1809.05852v2","created_at":"2026-05-18T00:00:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1809.05852","created_at":"2026-05-18T00:00:01Z"},{"alias_kind":"pith_short_12","alias_value":"4SVZ2HUGFK5V","created_at":"2026-05-18T12:32:05Z"},{"alias_kind":"pith_short_16","alias_value":"4SVZ2HUGFK5V5ZNA","created_at":"2026-05-18T12:32:05Z"},{"alias_kind":"pith_short_8","alias_value":"4SVZ2HUG","created_at":"2026-05-18T12:32:05Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2018:4SVZ2HUGFK5V5ZNAJGAIMEIRN2","target":"record","payload":{"canonical_record":{"source":{"id":"1809.05852","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-09-16T10:42:29Z","cross_cats_sorted":[],"title_canon_sha256":"63107c9c9746f89432c4549af2b5c211767081598971fa0bbec5c2acf4a6625c","abstract_canon_sha256":"4dcb5db72571a6dab84bad71dfdcfe6eee97c6d72a6915b824b9cbf049df20ed"},"schema_version":"1.0"},"canonical_sha256":"e4ab9d1e862abb5ee5a049808611116e83d1d74b38c0b9b1832c1d6d5890937a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:00:01.855859Z","signature_b64":"yVxlhosUSZNXpT0tLOLRKXLf/BTcrFkbBZUUBUWK9X32Ds8/jOFJ8RreIZY5uqnFlNM3IomTgUEX3Dmj6GF8DQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e4ab9d1e862abb5ee5a049808611116e83d1d74b38c0b9b1832c1d6d5890937a","last_reissued_at":"2026-05-18T00:00:01.855427Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:00:01.855427Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1809.05852","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:00:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WRDdlA2/8kitvVXWX3bhaKX4MF1GdAopkJjvr90QKUr9CWtTjUPBhx+sgLkCSUZ3Uk56Rej1FTscaFJ5MavGDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-20T01:06:15.024015Z"},"content_sha256":"b429100a78a7867dc49c6700ab912d035374bf321bafd4e07f7c38f5c1fa1996","schema_version":"1.0","event_id":"sha256:b429100a78a7867dc49c6700ab912d035374bf321bafd4e07f7c38f5c1fa1996"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2018:4SVZ2HUGFK5V5ZNAJGAIMEIRN2","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Chaohui Wang, Dacheng Tao, Huan Fu, Kayhan Batmanghelich, Kun Zhang, Mingming Gong","submitted_at":"2018-09-16T10:42:29Z","abstract_excerpt":"Unsupervised domain mapping aims to learn a function to translate domain X to Y by a function GXY in the absence of paired examples. Finding the optimal GXY without paired data is an ill-posed problem, so appropriate constraints are required to obtain reasonable solutions. One of the most prominent constraints is cycle consistency, which enforces the translated image by GXY to be translated back to the input image by an inverse mapping GYX. While cycle consistency requires the simultaneous training of GXY and GY X, recent studies have shown that one-sided domain mapping can be achieved by pres"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1809.05852","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:00:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"tlEgpDvWM+jMTZYNFrgg8EQnjwfyI7s6nEy5ilfE2dErPsYr07fqUR9a4zC382mIalLX/FF2CduiQPjboKlbDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-20T01:06:15.024690Z"},"content_sha256":"f80f9c497404ca06d8ed1f74afe27bb3df1b895fa57b19d30a2ac87daee419fe","schema_version":"1.0","event_id":"sha256:f80f9c497404ca06d8ed1f74afe27bb3df1b895fa57b19d30a2ac87daee419fe"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/4SVZ2HUGFK5V5ZNAJGAIMEIRN2/bundle.json","state_url":"https://pith.science/pith/4SVZ2HUGFK5V5ZNAJGAIMEIRN2/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/4SVZ2HUGFK5V5ZNAJGAIMEIRN2/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-05-20T01:06:15Z","links":{"resolver":"https://pith.science/pith/4SVZ2HUGFK5V5ZNAJGAIMEIRN2","bundle":"https://pith.science/pith/4SVZ2HUGFK5V5ZNAJGAIMEIRN2/bundle.json","state":"https://pith.science/pith/4SVZ2HUGFK5V5ZNAJGAIMEIRN2/state.json","well_known_bundle":"https://pith.science/.well-known/pith/4SVZ2HUGFK5V5ZNAJGAIMEIRN2/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:4SVZ2HUGFK5V5ZNAJGAIMEIRN2","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":"4dcb5db72571a6dab84bad71dfdcfe6eee97c6d72a6915b824b9cbf049df20ed","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-09-16T10:42:29Z","title_canon_sha256":"63107c9c9746f89432c4549af2b5c211767081598971fa0bbec5c2acf4a6625c"},"schema_version":"1.0","source":{"id":"1809.05852","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1809.05852","created_at":"2026-05-18T00:00:01Z"},{"alias_kind":"arxiv_version","alias_value":"1809.05852v2","created_at":"2026-05-18T00:00:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1809.05852","created_at":"2026-05-18T00:00:01Z"},{"alias_kind":"pith_short_12","alias_value":"4SVZ2HUGFK5V","created_at":"2026-05-18T12:32:05Z"},{"alias_kind":"pith_short_16","alias_value":"4SVZ2HUGFK5V5ZNA","created_at":"2026-05-18T12:32:05Z"},{"alias_kind":"pith_short_8","alias_value":"4SVZ2HUG","created_at":"2026-05-18T12:32:05Z"}],"graph_snapshots":[{"event_id":"sha256:f80f9c497404ca06d8ed1f74afe27bb3df1b895fa57b19d30a2ac87daee419fe","target":"graph","created_at":"2026-05-18T00:00:01Z","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"},"paper":{"abstract_excerpt":"Unsupervised domain mapping aims to learn a function to translate domain X to Y by a function GXY in the absence of paired examples. Finding the optimal GXY without paired data is an ill-posed problem, so appropriate constraints are required to obtain reasonable solutions. One of the most prominent constraints is cycle consistency, which enforces the translated image by GXY to be translated back to the input image by an inverse mapping GYX. While cycle consistency requires the simultaneous training of GXY and GY X, recent studies have shown that one-sided domain mapping can be achieved by pres","authors_text":"Chaohui Wang, Dacheng Tao, Huan Fu, Kayhan Batmanghelich, Kun Zhang, Mingming Gong","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-09-16T10:42:29Z","title":"Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1809.05852","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:b429100a78a7867dc49c6700ab912d035374bf321bafd4e07f7c38f5c1fa1996","target":"record","created_at":"2026-05-18T00:00:01Z","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":"4dcb5db72571a6dab84bad71dfdcfe6eee97c6d72a6915b824b9cbf049df20ed","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-09-16T10:42:29Z","title_canon_sha256":"63107c9c9746f89432c4549af2b5c211767081598971fa0bbec5c2acf4a6625c"},"schema_version":"1.0","source":{"id":"1809.05852","kind":"arxiv","version":2}},"canonical_sha256":"e4ab9d1e862abb5ee5a049808611116e83d1d74b38c0b9b1832c1d6d5890937a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e4ab9d1e862abb5ee5a049808611116e83d1d74b38c0b9b1832c1d6d5890937a","first_computed_at":"2026-05-18T00:00:01.855427Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:00:01.855427Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"yVxlhosUSZNXpT0tLOLRKXLf/BTcrFkbBZUUBUWK9X32Ds8/jOFJ8RreIZY5uqnFlNM3IomTgUEX3Dmj6GF8DQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:00:01.855859Z","signed_message":"canonical_sha256_bytes"},"source_id":"1809.05852","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b429100a78a7867dc49c6700ab912d035374bf321bafd4e07f7c38f5c1fa1996","sha256:f80f9c497404ca06d8ed1f74afe27bb3df1b895fa57b19d30a2ac87daee419fe"],"state_sha256":"42473ff24c6fd9c5cf480a5d4d9f7407ec1329c424f4ba281074ddd4d81e3b78"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KEi6RMc8Nf3yyWl1iEhTeEIQWKKdqsUCtxDuCIRy3r4PPLLvMQiE7LfDPJ88/+zIzEkFIWU3mVvlraazaaL3CQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-20T01:06:15.027653Z","bundle_sha256":"32cf5e380589bb090c0ee2822a142f997f29b2e4d67c54a18015dc9be2970262"}}