{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2017:EAWP46E53TGPW3GTHWAIYAVS52","short_pith_number":"pith:EAWP46E5","schema_version":"1.0","canonical_sha256":"202cfe789ddcccfb6cd33d808c02b2ee9078ea9e4b7bdd56748a82a8393c0a8b","source":{"kind":"arxiv","id":"1709.10433","version":3},"attestation_state":"computed","paper":{"title":"On the Capacity of Face Representation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["stat.ML"],"primary_cat":"cs.CV","authors_text":"Anil K. Jain, Sixue Gong, Vishnu Naresh Boddeti","submitted_at":"2017-09-29T14:47:13Z","abstract_excerpt":"In this paper we address the following question, given a face representation, how many identities can it resolve? In other words, what is the capacity of the face representation? A scientific basis for estimating the capacity of a given face representation will not only benefit the evaluation and comparison of different representation methods, but will also establish an upper bound on the scalability of an automatic face recognition system. We cast the face capacity problem in terms of packing bounds on a low-dimensional manifold embedded within a deep representation space. By explicitly accou"},"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":"1709.10433","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-09-29T14:47:13Z","cross_cats_sorted":["stat.ML"],"title_canon_sha256":"ffbe07ab50892d9522bbbb147469dbb10b396be925fb218e13eb49b6d155f114","abstract_canon_sha256":"7f8bb2b2b614c7f315a800c7f2326f740a737e2e2cfd41a64b3e1fbc0842f7a5"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-17T23:48:46.049261Z","signature_b64":"mlbDBhwH5A+VkyL3GdTbmtz3SzeuGQ+QS09G8QTF4QIrTU9ku/x4ZjnoUpfATqa50F+Qkpq+lKT8NbiqmUqFBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"202cfe789ddcccfb6cd33d808c02b2ee9078ea9e4b7bdd56748a82a8393c0a8b","last_reissued_at":"2026-05-17T23:48:46.048667Z","signature_status":"signed_v1","first_computed_at":"2026-05-17T23:48:46.048667Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"On the Capacity of Face Representation","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["stat.ML"],"primary_cat":"cs.CV","authors_text":"Anil K. Jain, Sixue Gong, Vishnu Naresh Boddeti","submitted_at":"2017-09-29T14:47:13Z","abstract_excerpt":"In this paper we address the following question, given a face representation, how many identities can it resolve? In other words, what is the capacity of the face representation? A scientific basis for estimating the capacity of a given face representation will not only benefit the evaluation and comparison of different representation methods, but will also establish an upper bound on the scalability of an automatic face recognition system. We cast the face capacity problem in terms of packing bounds on a low-dimensional manifold embedded within a deep representation space. By explicitly accou"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1709.10433","kind":"arxiv","version":3},"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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1709.10433","created_at":"2026-05-17T23:48:46.048754+00:00"},{"alias_kind":"arxiv_version","alias_value":"1709.10433v3","created_at":"2026-05-17T23:48:46.048754+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1709.10433","created_at":"2026-05-17T23:48:46.048754+00:00"},{"alias_kind":"pith_short_12","alias_value":"EAWP46E53TGP","created_at":"2026-05-18T12:31:12.930513+00:00"},{"alias_kind":"pith_short_16","alias_value":"EAWP46E53TGPW3GT","created_at":"2026-05-18T12:31:12.930513+00:00"},{"alias_kind":"pith_short_8","alias_value":"EAWP46E5","created_at":"2026-05-18T12:31:12.930513+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/EAWP46E53TGPW3GTHWAIYAVS52","json":"https://pith.science/pith/EAWP46E53TGPW3GTHWAIYAVS52.json","graph_json":"https://pith.science/api/pith-number/EAWP46E53TGPW3GTHWAIYAVS52/graph.json","events_json":"https://pith.science/api/pith-number/EAWP46E53TGPW3GTHWAIYAVS52/events.json","paper":"https://pith.science/paper/EAWP46E5"},"agent_actions":{"view_html":"https://pith.science/pith/EAWP46E53TGPW3GTHWAIYAVS52","download_json":"https://pith.science/pith/EAWP46E53TGPW3GTHWAIYAVS52.json","view_paper":"https://pith.science/paper/EAWP46E5","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1709.10433&json=true","fetch_graph":"https://pith.science/api/pith-number/EAWP46E53TGPW3GTHWAIYAVS52/graph.json","fetch_events":"https://pith.science/api/pith-number/EAWP46E53TGPW3GTHWAIYAVS52/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/EAWP46E53TGPW3GTHWAIYAVS52/action/timestamp_anchor","attest_storage":"https://pith.science/pith/EAWP46E53TGPW3GTHWAIYAVS52/action/storage_attestation","attest_author":"https://pith.science/pith/EAWP46E53TGPW3GTHWAIYAVS52/action/author_attestation","sign_citation":"https://pith.science/pith/EAWP46E53TGPW3GTHWAIYAVS52/action/citation_signature","submit_replication":"https://pith.science/pith/EAWP46E53TGPW3GTHWAIYAVS52/action/replication_record"}},"created_at":"2026-05-17T23:48:46.048754+00:00","updated_at":"2026-05-17T23:48:46.048754+00:00"}