{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2021:75C26LQINY5LLODNMFUYAVIVS3","short_pith_number":"pith:75C26LQI","schema_version":"1.0","canonical_sha256":"ff45af2e086e3ab5b86d616980551596d3e23447da086a67cdfa32f878da069d","source":{"kind":"arxiv","id":"2107.04902","version":3},"attestation_state":"computed","paper":{"title":"Industry and Academic Research in Computer Vision","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Iuliia Kotseruba, John K. Tsotsos, Manos Papagelis","submitted_at":"2021-07-10T20:09:52Z","abstract_excerpt":"This work aims to study the dynamic between research in the industry and academia in computer vision. The results are demonstrated on a set of top-5 vision conferences that are representative of the field. Since data for such analysis was not readily available, significant effort was spent on gathering and processing meta-data from the original publications. First, this study quantifies the share of industry-sponsored research. Specifically, it shows that the proportion of papers published by industry-affiliated researchers is increasing and that more academics join companies or collaborate wi"},"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":"2107.04902","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2021-07-10T20:09:52Z","cross_cats_sorted":[],"title_canon_sha256":"a5b3c85c47a2ede256a192aa9dfeaf3dfb6a963592092777f106e92fec41c039","abstract_canon_sha256":"d0841ed24763a39bf6fd999a9c6277dd3d369c2ab6a99fe49589c18b104667cc"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T02:58:43.900614Z","signature_b64":"80/2M0ikb65/rILqGK/oq6vnqFmJFZ7jlYHtBjDnekkLURqKKv2o4EMVi8G++XIfGMLD9Ws30o/yjkIFl0/RAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ff45af2e086e3ab5b86d616980551596d3e23447da086a67cdfa32f878da069d","last_reissued_at":"2026-07-05T02:58:43.900204Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T02:58:43.900204Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Industry and Academic Research in Computer Vision","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Iuliia Kotseruba, John K. Tsotsos, Manos Papagelis","submitted_at":"2021-07-10T20:09:52Z","abstract_excerpt":"This work aims to study the dynamic between research in the industry and academia in computer vision. The results are demonstrated on a set of top-5 vision conferences that are representative of the field. Since data for such analysis was not readily available, significant effort was spent on gathering and processing meta-data from the original publications. First, this study quantifies the share of industry-sponsored research. Specifically, it shows that the proportion of papers published by industry-affiliated researchers is increasing and that more academics join companies or collaborate wi"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2107.04902","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2107.04902/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":"2107.04902","created_at":"2026-07-05T02:58:43.900264+00:00"},{"alias_kind":"arxiv_version","alias_value":"2107.04902v3","created_at":"2026-07-05T02:58:43.900264+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2107.04902","created_at":"2026-07-05T02:58:43.900264+00:00"},{"alias_kind":"pith_short_12","alias_value":"75C26LQINY5L","created_at":"2026-07-05T02:58:43.900264+00:00"},{"alias_kind":"pith_short_16","alias_value":"75C26LQINY5LLODN","created_at":"2026-07-05T02:58:43.900264+00:00"},{"alias_kind":"pith_short_8","alias_value":"75C26LQI","created_at":"2026-07-05T02:58:43.900264+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/75C26LQINY5LLODNMFUYAVIVS3","json":"https://pith.science/pith/75C26LQINY5LLODNMFUYAVIVS3.json","graph_json":"https://pith.science/api/pith-number/75C26LQINY5LLODNMFUYAVIVS3/graph.json","events_json":"https://pith.science/api/pith-number/75C26LQINY5LLODNMFUYAVIVS3/events.json","paper":"https://pith.science/paper/75C26LQI"},"agent_actions":{"view_html":"https://pith.science/pith/75C26LQINY5LLODNMFUYAVIVS3","download_json":"https://pith.science/pith/75C26LQINY5LLODNMFUYAVIVS3.json","view_paper":"https://pith.science/paper/75C26LQI","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2107.04902&json=true","fetch_graph":"https://pith.science/api/pith-number/75C26LQINY5LLODNMFUYAVIVS3/graph.json","fetch_events":"https://pith.science/api/pith-number/75C26LQINY5LLODNMFUYAVIVS3/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/75C26LQINY5LLODNMFUYAVIVS3/action/timestamp_anchor","attest_storage":"https://pith.science/pith/75C26LQINY5LLODNMFUYAVIVS3/action/storage_attestation","attest_author":"https://pith.science/pith/75C26LQINY5LLODNMFUYAVIVS3/action/author_attestation","sign_citation":"https://pith.science/pith/75C26LQINY5LLODNMFUYAVIVS3/action/citation_signature","submit_replication":"https://pith.science/pith/75C26LQINY5LLODNMFUYAVIVS3/action/replication_record"}},"created_at":"2026-07-05T02:58:43.900264+00:00","updated_at":"2026-07-05T02:58:43.900264+00:00"}