{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:WV3GY24FMBNIEY7VTW4R5Q2DWU","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":"6bd718ff387e81e3f2034dd2471cf33b976a6e7b52c73b6231c5f5e041dd00ef","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2016-08-01T09:44:41Z","title_canon_sha256":"3e808baaefce0910ed61169c84aa3998dbf824a1caf184343ba61cfff50ee1b2"},"schema_version":"1.0","source":{"id":"1608.00367","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1608.00367","created_at":"2026-05-18T01:10:11Z"},{"alias_kind":"arxiv_version","alias_value":"1608.00367v1","created_at":"2026-05-18T01:10:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1608.00367","created_at":"2026-05-18T01:10:11Z"},{"alias_kind":"pith_short_12","alias_value":"WV3GY24FMBNI","created_at":"2026-05-18T12:30:51Z"},{"alias_kind":"pith_short_16","alias_value":"WV3GY24FMBNIEY7V","created_at":"2026-05-18T12:30:51Z"},{"alias_kind":"pith_short_8","alias_value":"WV3GY24F","created_at":"2026-05-18T12:30:51Z"}],"graph_snapshots":[{"event_id":"sha256:f8264c4d212a8d2ffc4d88911fd1d043e02dcee04e3d2b1ae7db7e3badb21bed","target":"graph","created_at":"2026-05-18T01:10:11Z","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":"As a successful deep model applied in image super-resolution (SR), the Super-Resolution Convolutional Neural Network (SRCNN) has demonstrated superior performance to the previous hand-crafted models either in speed and restoration quality. However, the high computational cost still hinders it from practical usage that demands real-time performance (24 fps). In this paper, we aim at accelerating the current SRCNN, and propose a compact hourglass-shape CNN structure for faster and better SR. We re-design the SRCNN structure mainly in three aspects. First, we introduce a deconvolution layer at th","authors_text":"Chao Dong, Chen Change Loy, Xiaoou Tang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2016-08-01T09:44:41Z","title":"Accelerating the Super-Resolution Convolutional Neural Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1608.00367","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":"sha256:49874a4c540a17fed37e9100a38228942551022156e4193ccfbf35c7c2b6ddd3","target":"record","created_at":"2026-05-18T01:10:11Z","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":"6bd718ff387e81e3f2034dd2471cf33b976a6e7b52c73b6231c5f5e041dd00ef","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2016-08-01T09:44:41Z","title_canon_sha256":"3e808baaefce0910ed61169c84aa3998dbf824a1caf184343ba61cfff50ee1b2"},"schema_version":"1.0","source":{"id":"1608.00367","kind":"arxiv","version":1}},"canonical_sha256":"b5766c6b85605a8263f59db91ec343b53465f4f113a184816506681e05813e80","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b5766c6b85605a8263f59db91ec343b53465f4f113a184816506681e05813e80","first_computed_at":"2026-05-18T01:10:11.887096Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:10:11.887096Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4GW4u0ZuQe9xwg41bk3iPxyNX7AucGZLu0cfGbuZwQLqWrgoXRiPjvABlprwbHe4SPEVaV1u7p7239k5VZeUAA==","signature_status":"signed_v1","signed_at":"2026-05-18T01:10:11.887546Z","signed_message":"canonical_sha256_bytes"},"source_id":"1608.00367","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:49874a4c540a17fed37e9100a38228942551022156e4193ccfbf35c7c2b6ddd3","sha256:f8264c4d212a8d2ffc4d88911fd1d043e02dcee04e3d2b1ae7db7e3badb21bed"],"state_sha256":"7bc6608f79555cdc2a9d3fbac4a0eb150ffa17595f4ed3ea5d0b97c5b50f8657"}