{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:EBISS4OZAOJ4QFOTEIEF6BAV75","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":"85695cec8168a95f9c0b3348a9a5e13f107997c29a3b04f1bb6b7b3ab7cb90a6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2016-03-31T20:18:16Z","title_canon_sha256":"afa293eb0a9e87a61568d0e1dd3b7d79183286ad319f2b07ebba2ca243faacf4"},"schema_version":"1.0","source":{"id":"1604.00036","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1604.00036","created_at":"2026-05-18T01:17:54Z"},{"alias_kind":"arxiv_version","alias_value":"1604.00036v1","created_at":"2026-05-18T01:17:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1604.00036","created_at":"2026-05-18T01:17:54Z"},{"alias_kind":"pith_short_12","alias_value":"EBISS4OZAOJ4","created_at":"2026-05-18T12:30:12Z"},{"alias_kind":"pith_short_16","alias_value":"EBISS4OZAOJ4QFOT","created_at":"2026-05-18T12:30:12Z"},{"alias_kind":"pith_short_8","alias_value":"EBISS4OZ","created_at":"2026-05-18T12:30:12Z"}],"graph_snapshots":[{"event_id":"sha256:8009fadcc5fc51ae158b251fe4978d5bc82e811f56460e48dec4846d28ba68b5","target":"graph","created_at":"2026-05-18T01:17:54Z","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"},"paper":{"abstract_excerpt":"In this paper we present a hierarchical method to discover mid-level elements with the objective of modeling visual compatibility between objects. At the base-level, our method identifies patterns of CNN activations with the aim of modeling different variations/styles in which objects of the classes of interest may occur. At the top-level, the proposed method discovers patterns of co-occurring activations of base-level elements that define visual compatibility between pairs of object classes. Experiments on the massive Amazon dataset show the strength of our method at describing object classes","authors_text":"Jose Oramas, Tinne Tuytelaars","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2016-03-31T20:18:16Z","title":"Modeling Visual Compatibility through Hierarchical Mid-level Elements"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1604.00036","kind":"arxiv","version":1},"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":"sha256:9c1d855401f1d2766f85d64ab79144dbeb76fdca2dbb83130e4fdf4a4e38c1ac","target":"record","created_at":"2026-05-18T01:17:54Z","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":"85695cec8168a95f9c0b3348a9a5e13f107997c29a3b04f1bb6b7b3ab7cb90a6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2016-03-31T20:18:16Z","title_canon_sha256":"afa293eb0a9e87a61568d0e1dd3b7d79183286ad319f2b07ebba2ca243faacf4"},"schema_version":"1.0","source":{"id":"1604.00036","kind":"arxiv","version":1}},"canonical_sha256":"20512971d90393c815d322085f0415ff72c02be3c86323125b14a44aaaabc80e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"20512971d90393c815d322085f0415ff72c02be3c86323125b14a44aaaabc80e","first_computed_at":"2026-05-18T01:17:54.814839Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:17:54.814839Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"gp/r2qc2s7n8t6MImrbWRXfZPmtCCoTZ0TjW9YGUVj9XCrmpbwusc6Qh1TM6sDTX6XWIYHNFvS+O2pgNHv3BCQ==","signature_status":"signed_v1","signed_at":"2026-05-18T01:17:54.815547Z","signed_message":"canonical_sha256_bytes"},"source_id":"1604.00036","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9c1d855401f1d2766f85d64ab79144dbeb76fdca2dbb83130e4fdf4a4e38c1ac","sha256:8009fadcc5fc51ae158b251fe4978d5bc82e811f56460e48dec4846d28ba68b5"],"state_sha256":"0a781e3d54058471faf8d95b3472885f287b1ec3dd3b7fba6397e19690e4e849"}