{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:WLGE7SXPAFYS7WR2PHSNNL4CZE","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":"f777d14eac81437730add9df7ee687eea6df7b531c7905856a948c2c89f7c9f3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-10-23T01:41:38Z","title_canon_sha256":"3c1bda3d339780ab5e0ae0a4ca03117df1eb50c60cec6671c29ae63a60d21c24"},"schema_version":"1.0","source":{"id":"2310.14487","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.14487","created_at":"2026-07-05T07:03:44Z"},{"alias_kind":"arxiv_version","alias_value":"2310.14487v1","created_at":"2026-07-05T07:03:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.14487","created_at":"2026-07-05T07:03:44Z"},{"alias_kind":"pith_short_12","alias_value":"WLGE7SXPAFYS","created_at":"2026-07-05T07:03:44Z"},{"alias_kind":"pith_short_16","alias_value":"WLGE7SXPAFYS7WR2","created_at":"2026-07-05T07:03:44Z"},{"alias_kind":"pith_short_8","alias_value":"WLGE7SXP","created_at":"2026-07-05T07:03:44Z"}],"graph_snapshots":[{"event_id":"sha256:22006380242b75e772753a6527587e35450b0cba159be59404b6a2e11b8ba44d","target":"graph","created_at":"2026-07-05T07:03:44Z","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/2310.14487/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advancements in implicit neural representations have contributed to high-fidelity surface reconstruction and photorealistic novel view synthesis. However, the computational complexity inherent in these methodologies presents a substantial impediment, constraining the attainable frame rates and resolutions in practical applications. In response to this predicament, we propose VQ-NeRF, an effective and efficient pipeline for enhancing implicit neural representations via vector quantization. The essence of our method involves reducing the sampling space of NeRF to a lower resolution and su","authors_text":"Fukun Yin, Gang Yu, Jiayuan Fan, Tao Chen, Wen Liu, Xin Chen, Yiying Yang","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-10-23T01:41:38Z","title":"VQ-NeRF: Vector Quantization Enhances Implicit Neural Representations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.14487","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:e7e57dc234d7571822100ba8c72bf4a2523dcfd891d6f5216604f49215d570c7","target":"record","created_at":"2026-07-05T07:03:44Z","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":"f777d14eac81437730add9df7ee687eea6df7b531c7905856a948c2c89f7c9f3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-10-23T01:41:38Z","title_canon_sha256":"3c1bda3d339780ab5e0ae0a4ca03117df1eb50c60cec6671c29ae63a60d21c24"},"schema_version":"1.0","source":{"id":"2310.14487","kind":"arxiv","version":1}},"canonical_sha256":"b2cc4fcaef01712fda3a79e4d6af82c9273bf00b21193d198a4bc91652ef2e85","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b2cc4fcaef01712fda3a79e4d6af82c9273bf00b21193d198a4bc91652ef2e85","first_computed_at":"2026-07-05T07:03:44.966856Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:03:44.966856Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"YnzThW7w5yR0ggpiiwygK1AQmrOpAN1LySgByb7KkD20wbrJFwNTfOcxJth6L7Iej5MO3oxaB4ErCRw/SzbVBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:03:44.967359Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.14487","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e7e57dc234d7571822100ba8c72bf4a2523dcfd891d6f5216604f49215d570c7","sha256:22006380242b75e772753a6527587e35450b0cba159be59404b6a2e11b8ba44d"],"state_sha256":"b3104db69a2ebaf16a0c7cf0c7db8df57001d5f448cfd5867d12fdb3b9e3e736"}