{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:32NJSOB7FNXPAFXIGD7OZLPEYI","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":"c29721c36e4c34e6332ae888636878a69bad566bb5a6dc263ad089b73e9c08b6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-03-15T08:28:58Z","title_canon_sha256":"1c63509ec0c304e14e799aa12d1d0084a3cf0cca9abf4715a5eb67c1ed907efa"},"schema_version":"1.0","source":{"id":"1703.05002","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1703.05002","created_at":"2026-05-18T00:48:25Z"},{"alias_kind":"arxiv_version","alias_value":"1703.05002v2","created_at":"2026-05-18T00:48:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1703.05002","created_at":"2026-05-18T00:48:25Z"},{"alias_kind":"pith_short_12","alias_value":"32NJSOB7FNXP","created_at":"2026-05-18T12:30:55Z"},{"alias_kind":"pith_short_16","alias_value":"32NJSOB7FNXPAFXI","created_at":"2026-05-18T12:30:55Z"},{"alias_kind":"pith_short_8","alias_value":"32NJSOB7","created_at":"2026-05-18T12:30:55Z"}],"graph_snapshots":[{"event_id":"sha256:fdcf20900f5f1b07e20efc6e117c5b0e92bd30cec441224dd77ca5fe87b6c8de","target":"graph","created_at":"2026-05-18T00:48:25Z","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":"Zero-shot recognition aims to accurately recognize objects of unseen classes by using a shared visual-semantic mapping between the image feature space and the semantic embedding space. This mapping is learned on training data of seen classes and is expected to have transfer ability to unseen classes. In this paper, we tackle this problem by exploiting the intrinsic relationship between the semantic space manifold and the transfer ability of visual-semantic mapping. We formalize their connection and cast zero-shot recognition as a joint optimization problem. Motivated by this, we propose a nove","authors_text":"Donghui Wang, Huanhang Hu, Yanan Li, Yuetan Lin, Yueting Zhuang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-03-15T08:28:58Z","title":"Zero-Shot Recognition using Dual Visual-Semantic Mapping Paths"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1703.05002","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":"sha256:1144afb68c7d51d1127a1b18cceae97d3b7f0c678425606c02c20f97b8e18387","target":"record","created_at":"2026-05-18T00:48:25Z","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":"c29721c36e4c34e6332ae888636878a69bad566bb5a6dc263ad089b73e9c08b6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2017-03-15T08:28:58Z","title_canon_sha256":"1c63509ec0c304e14e799aa12d1d0084a3cf0cca9abf4715a5eb67c1ed907efa"},"schema_version":"1.0","source":{"id":"1703.05002","kind":"arxiv","version":2}},"canonical_sha256":"de9a99383f2b6ef016e830feecade4c20d1cee14729ff1cdc682380800ac4694","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"de9a99383f2b6ef016e830feecade4c20d1cee14729ff1cdc682380800ac4694","first_computed_at":"2026-05-18T00:48:25.636962Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:48:25.636962Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kp+eCrHXD/Gd6yf7iCeGyupwPDSGngNPCOy42zg7SPtyGBMPJCs7w3HWLsZ9/z0uFjpuwz9WXJjnJNmsv6YWBw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:48:25.637391Z","signed_message":"canonical_sha256_bytes"},"source_id":"1703.05002","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1144afb68c7d51d1127a1b18cceae97d3b7f0c678425606c02c20f97b8e18387","sha256:fdcf20900f5f1b07e20efc6e117c5b0e92bd30cec441224dd77ca5fe87b6c8de"],"state_sha256":"403ef6b9aef83fbd56b331e5189e04cdaa045a545705ac8e8da6b7a438b4acb5"}