{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:KBO7QUUOTJXQ36Q4S2QVZMIC5R","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":"639da2262b6de8773fa7f30d04f7947f3c7f1b8932a7896c3418f54ab5a86081","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-08-19T15:17:34Z","title_canon_sha256":"5e184a5ea64e892af336221a41661e55eab2a2dac5922f22f3db3535e120c4d2"},"schema_version":"1.0","source":{"id":"1808.06220","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1808.06220","created_at":"2026-05-18T00:00:08Z"},{"alias_kind":"arxiv_version","alias_value":"1808.06220v2","created_at":"2026-05-18T00:00:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1808.06220","created_at":"2026-05-18T00:00:08Z"},{"alias_kind":"pith_short_12","alias_value":"KBO7QUUOTJXQ","created_at":"2026-05-18T12:32:33Z"},{"alias_kind":"pith_short_16","alias_value":"KBO7QUUOTJXQ36Q4","created_at":"2026-05-18T12:32:33Z"},{"alias_kind":"pith_short_8","alias_value":"KBO7QUUO","created_at":"2026-05-18T12:32:33Z"}],"graph_snapshots":[{"event_id":"sha256:46ae2c69ec53cd4054ff72fa4250513d9eeee552850dade246b1e196c7faeab5","target":"graph","created_at":"2026-05-18T00:00:08Z","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 propose a novel Joint framework for Deep Multi-view Clustering (DMJC), where multiple deep embedded features, multi-view fusion mechanism and clustering assignments can be learned simultaneously. Our key idea is that the joint learning strategy can sufficiently exploit clustering-friendly multi-view features and useful multi-view complementary information to improve the clustering performance. How to realize the multi-view fusion in such a joint framework is the primary challenge. To do so, we design two ingenious variants of deep multi-view joint clustering models under the ","authors_text":"Bingqian Lin, Cuihua Li, Xiaodan Liang, Yanyun Qu, Yuan Xie","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-08-19T15:17:34Z","title":"Jointly Deep Multi-View Learning for Clustering Analysis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1808.06220","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":"sha256:58fb4241a9bbb63e75d81f212fd2d7058ff709d614fb40c4a9dee1d903618e26","target":"record","created_at":"2026-05-18T00:00:08Z","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":"639da2262b6de8773fa7f30d04f7947f3c7f1b8932a7896c3418f54ab5a86081","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2018-08-19T15:17:34Z","title_canon_sha256":"5e184a5ea64e892af336221a41661e55eab2a2dac5922f22f3db3535e120c4d2"},"schema_version":"1.0","source":{"id":"1808.06220","kind":"arxiv","version":2}},"canonical_sha256":"505df8528e9a6f0dfa1c96a15cb102ec7c3b8c7f89ffde30d995667d5ffd483d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"505df8528e9a6f0dfa1c96a15cb102ec7c3b8c7f89ffde30d995667d5ffd483d","first_computed_at":"2026-05-18T00:00:08.172300Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:00:08.172300Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"lfO30nWIXgIgtcLsY4Cfwa4v3k4WWIs/Cz19p0mebmzMj5shKuzfc1SCecf8jufHIqE6MFukxCxlxQprvoqqBg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:00:08.172751Z","signed_message":"canonical_sha256_bytes"},"source_id":"1808.06220","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:58fb4241a9bbb63e75d81f212fd2d7058ff709d614fb40c4a9dee1d903618e26","sha256:46ae2c69ec53cd4054ff72fa4250513d9eeee552850dade246b1e196c7faeab5"],"state_sha256":"d50e37fa01920339a6c15bdbabbdc2bcab78a4c0a236fb6d8347e65efbfa5554"}