{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2021:DINSJG7DGZRVASW5N5TLK2EP5O","short_pith_number":"pith:DINSJG7D","schema_version":"1.0","canonical_sha256":"1a1b249be33663504add6f66b5688feb8f196d95d83d1cb04920f6373979dbcc","source":{"kind":"arxiv","id":"2106.12182","version":2},"attestation_state":"computed","paper":{"title":"Fairness for Image Generation with Uncertain Sensitive Attributes","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CV","stat.ML"],"primary_cat":"cs.LG","authors_text":"Ajil Jalal, Alexandros G. Dimakis, Eric Price, Jessica Hoffmann, Sushrut Karmalkar","submitted_at":"2021-06-23T06:17:17Z","abstract_excerpt":"This work tackles the issue of fairness in the context of generative procedures, such as image super-resolution, which entail different definitions from the standard classification setting. Moreover, while traditional group fairness definitions are typically defined with respect to specified protected groups -- camouflaging the fact that these groupings are artificial and carry historical and political motivations -- we emphasize that there are no ground truth identities. For instance, should South and East Asians be viewed as a single group or separate groups? Should we consider one race as a"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2106.12182","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2021-06-23T06:17:17Z","cross_cats_sorted":["cs.CV","stat.ML"],"title_canon_sha256":"2955b9af67072631fc0ad04f0ff0e3f2db98746d15f1aa1e853f77126356556d","abstract_canon_sha256":"48af30e08c7003a83bfe06bef61fc4a682650fe216e60b4c863ab7efffb0f24e"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T02:54:31.883353Z","signature_b64":"iy9tGK9u/BN++l0S+R1YLiivwuXXAP9L1T5JmkPHNbbvBhmMd1I8y3IyccwF3o5kJ7hrOEDw5pOlwf5Bvp7fCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1a1b249be33663504add6f66b5688feb8f196d95d83d1cb04920f6373979dbcc","last_reissued_at":"2026-07-05T02:54:31.882900Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T02:54:31.882900Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Fairness for Image Generation with Uncertain Sensitive Attributes","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CV","stat.ML"],"primary_cat":"cs.LG","authors_text":"Ajil Jalal, Alexandros G. Dimakis, Eric Price, Jessica Hoffmann, Sushrut Karmalkar","submitted_at":"2021-06-23T06:17:17Z","abstract_excerpt":"This work tackles the issue of fairness in the context of generative procedures, such as image super-resolution, which entail different definitions from the standard classification setting. Moreover, while traditional group fairness definitions are typically defined with respect to specified protected groups -- camouflaging the fact that these groupings are artificial and carry historical and political motivations -- we emphasize that there are no ground truth identities. For instance, should South and East Asians be viewed as a single group or separate groups? Should we consider one race as a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2106.12182","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2106.12182/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2106.12182","created_at":"2026-07-05T02:54:31.882955+00:00"},{"alias_kind":"arxiv_version","alias_value":"2106.12182v2","created_at":"2026-07-05T02:54:31.882955+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2106.12182","created_at":"2026-07-05T02:54:31.882955+00:00"},{"alias_kind":"pith_short_12","alias_value":"DINSJG7DGZRV","created_at":"2026-07-05T02:54:31.882955+00:00"},{"alias_kind":"pith_short_16","alias_value":"DINSJG7DGZRVASW5","created_at":"2026-07-05T02:54:31.882955+00:00"},{"alias_kind":"pith_short_8","alias_value":"DINSJG7D","created_at":"2026-07-05T02:54:31.882955+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/DINSJG7DGZRVASW5N5TLK2EP5O","json":"https://pith.science/pith/DINSJG7DGZRVASW5N5TLK2EP5O.json","graph_json":"https://pith.science/api/pith-number/DINSJG7DGZRVASW5N5TLK2EP5O/graph.json","events_json":"https://pith.science/api/pith-number/DINSJG7DGZRVASW5N5TLK2EP5O/events.json","paper":"https://pith.science/paper/DINSJG7D"},"agent_actions":{"view_html":"https://pith.science/pith/DINSJG7DGZRVASW5N5TLK2EP5O","download_json":"https://pith.science/pith/DINSJG7DGZRVASW5N5TLK2EP5O.json","view_paper":"https://pith.science/paper/DINSJG7D","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2106.12182&json=true","fetch_graph":"https://pith.science/api/pith-number/DINSJG7DGZRVASW5N5TLK2EP5O/graph.json","fetch_events":"https://pith.science/api/pith-number/DINSJG7DGZRVASW5N5TLK2EP5O/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/DINSJG7DGZRVASW5N5TLK2EP5O/action/timestamp_anchor","attest_storage":"https://pith.science/pith/DINSJG7DGZRVASW5N5TLK2EP5O/action/storage_attestation","attest_author":"https://pith.science/pith/DINSJG7DGZRVASW5N5TLK2EP5O/action/author_attestation","sign_citation":"https://pith.science/pith/DINSJG7DGZRVASW5N5TLK2EP5O/action/citation_signature","submit_replication":"https://pith.science/pith/DINSJG7DGZRVASW5N5TLK2EP5O/action/replication_record"}},"created_at":"2026-07-05T02:54:31.882955+00:00","updated_at":"2026-07-05T02:54:31.882955+00:00"}