{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:GIG6EF4XVP5PRPFJPV2GU4MJPI","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":"e75c4e759582c699146438313ca6d4953faf63558c33027212f0da66408687a6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-11-22T01:11:19Z","title_canon_sha256":"970e1125b62bba7cdd9d70b1f049b554009e7b945eac3a658500970072defa2c"},"schema_version":"1.0","source":{"id":"2011.10904","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2011.10904","created_at":"2026-07-05T03:06:57Z"},{"alias_kind":"arxiv_version","alias_value":"2011.10904v2","created_at":"2026-07-05T03:06:57Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2011.10904","created_at":"2026-07-05T03:06:57Z"},{"alias_kind":"pith_short_12","alias_value":"GIG6EF4XVP5P","created_at":"2026-07-05T03:06:57Z"},{"alias_kind":"pith_short_16","alias_value":"GIG6EF4XVP5PRPFJ","created_at":"2026-07-05T03:06:57Z"},{"alias_kind":"pith_short_8","alias_value":"GIG6EF4X","created_at":"2026-07-05T03:06:57Z"}],"graph_snapshots":[{"event_id":"sha256:a8a38cdeb67c0cce3d3019f56db29ad4e3a506e0e196cc79f0491011285d6e41","target":"graph","created_at":"2026-07-05T03:06:57Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2011.10904/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The automation of neural architecture design has been a coveted alternative to human experts. Recent works have small search space, which is easier to optimize but has a limited upper bound of the optimal solution. Extra human design is needed for those methods to propose a more suitable space with respect to the specific task and algorithm capacity. To further enhance the degree of automation for neural architecture search, we present a Neural Search-space Evolution (NSE) scheme that iteratively amplifies the results from the previous effort by maintaining an optimized search space subset. Th","authors_text":"Boyu Chen, Chen Lin, Hongwen Zhang, Ming Sun, Wanli Ouyang, Yuanzheng Ci","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-11-22T01:11:19Z","title":"Evolving Search Space for Neural Architecture Search"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2011.10904","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:b254214a122d0d15b848f76135fa3f65dea72da36ecb1e0d52cf5335b00119fc","target":"record","created_at":"2026-07-05T03:06:57Z","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":"e75c4e759582c699146438313ca6d4953faf63558c33027212f0da66408687a6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-11-22T01:11:19Z","title_canon_sha256":"970e1125b62bba7cdd9d70b1f049b554009e7b945eac3a658500970072defa2c"},"schema_version":"1.0","source":{"id":"2011.10904","kind":"arxiv","version":2}},"canonical_sha256":"320de21797abfaf8bca97d746a71897a255469de546ac6e113e55b23fe0c027a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"320de21797abfaf8bca97d746a71897a255469de546ac6e113e55b23fe0c027a","first_computed_at":"2026-07-05T03:06:57.652991Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:06:57.652991Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"svH28WCmRk0OKumZzdwIEV3GrA45ok3JIOd4BKYuWaVQEN8HosbDITKfS6houM6K9at7R7agF0qcKhgtmSRQCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T03:06:57.653419Z","signed_message":"canonical_sha256_bytes"},"source_id":"2011.10904","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b254214a122d0d15b848f76135fa3f65dea72da36ecb1e0d52cf5335b00119fc","sha256:a8a38cdeb67c0cce3d3019f56db29ad4e3a506e0e196cc79f0491011285d6e41"],"state_sha256":"ad3e79232b3c9e60d62531e0e5f7fb0e86a5232c09daa24962aedfcba8b8404f"}