{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:5XYISS6M4RSMLXTK475HXQ4PYC","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":"f559fc2fc54bf1399677af960b1f5ed401babcdf9fc4f9bb92602ad4fb65251b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2021-12-23T15:11:18Z","title_canon_sha256":"a384dd7a6afa658a32f075e1e59472019a025cf616a75202523efe47bb24c3d5"},"schema_version":"1.0","source":{"id":"2112.12625","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2112.12625","created_at":"2026-07-05T04:51:54Z"},{"alias_kind":"arxiv_version","alias_value":"2112.12625v2","created_at":"2026-07-05T04:51:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2112.12625","created_at":"2026-07-05T04:51:54Z"},{"alias_kind":"pith_short_12","alias_value":"5XYISS6M4RSM","created_at":"2026-07-05T04:51:54Z"},{"alias_kind":"pith_short_16","alias_value":"5XYISS6M4RSMLXTK","created_at":"2026-07-05T04:51:54Z"},{"alias_kind":"pith_short_8","alias_value":"5XYISS6M","created_at":"2026-07-05T04:51:54Z"}],"graph_snapshots":[{"event_id":"sha256:10dac326d3622f955c49f26b7d5c610041314c84eb010ebd6a5293fe98cc8840","target":"graph","created_at":"2026-07-05T04:51:54Z","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/2112.12625/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Generative Adversarial Networks (GANs) have recently introduced effective methods of performing Image-to-Image translations. These models can be applied and generalized to a variety of domains in Image-to-Image translation without changing any parameters. In this paper, we survey and analyze eight Image-to-Image Generative Adversarial Networks: Pix2Pix, CycleGAN, CoGAN, StarGAN, MUNIT, StarGAN2, DA-GAN, and Self Attention GAN. Each of these models presented state-of-the-art results and introduced new techniques to build Image-to-Image GANs. In addition to a survey of the models, we also survey","authors_text":"Mohammad Nayeem Teli, Sagar Saxena","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2021-12-23T15:11:18Z","title":"Comparison and Analysis of Image-to-Image Generative Adversarial Networks: A Survey"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2112.12625","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":"sha256:1a12a0d654b3fb73a2b4f6ae142742b67df61f0d0f1090ed8b29a3f4d9571ec1","target":"record","created_at":"2026-07-05T04:51:54Z","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":"f559fc2fc54bf1399677af960b1f5ed401babcdf9fc4f9bb92602ad4fb65251b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2021-12-23T15:11:18Z","title_canon_sha256":"a384dd7a6afa658a32f075e1e59472019a025cf616a75202523efe47bb24c3d5"},"schema_version":"1.0","source":{"id":"2112.12625","kind":"arxiv","version":2}},"canonical_sha256":"edf0894bcce464c5de6ae7fa7bc38fc0801e1e03255dee90e9f13984035bd197","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"edf0894bcce464c5de6ae7fa7bc38fc0801e1e03255dee90e9f13984035bd197","first_computed_at":"2026-07-05T04:51:54.131704Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:51:54.131704Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vj3FR3EqGO2OIG8o3UdShptYxTUSZD5ZyJyu7Uuc1qK2/zCbHmsmfaKki5OzOgwfRHAfOXY6F/n95pkB7g7WBw==","signature_status":"signed_v1","signed_at":"2026-07-05T04:51:54.132041Z","signed_message":"canonical_sha256_bytes"},"source_id":"2112.12625","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1a12a0d654b3fb73a2b4f6ae142742b67df61f0d0f1090ed8b29a3f4d9571ec1","sha256:10dac326d3622f955c49f26b7d5c610041314c84eb010ebd6a5293fe98cc8840"],"state_sha256":"f43dd6592286b282c79800958606cb1a2381a582ee295fa861d57541a3965cfc"}