{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:6NSGXSRBRKFYLG2KW6X4GDNFJ5","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":"ab9ac5112dab2f01b8443f9a7abc6f834db009d43e7387d5d1ee17ce47b121f6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-04-04T05:44:32Z","title_canon_sha256":"f9b5c8ebfab8bc04265a8b4056424fbb1e244cd149d738ce2ff61cfaf2c4ab6e"},"schema_version":"1.0","source":{"id":"1904.02358","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1904.02358","created_at":"2026-05-17T23:49:23Z"},{"alias_kind":"arxiv_version","alias_value":"1904.02358v1","created_at":"2026-05-17T23:49:23Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1904.02358","created_at":"2026-05-17T23:49:23Z"},{"alias_kind":"pith_short_12","alias_value":"6NSGXSRBRKFY","created_at":"2026-05-18T12:33:10Z"},{"alias_kind":"pith_short_16","alias_value":"6NSGXSRBRKFYLG2K","created_at":"2026-05-18T12:33:10Z"},{"alias_kind":"pith_short_8","alias_value":"6NSGXSRB","created_at":"2026-05-18T12:33:10Z"}],"graph_snapshots":[{"event_id":"sha256:771a29b8871bc79807ba521c02e92a654bde589ccbd5c9b4b149822723fce4ca","target":"graph","created_at":"2026-05-17T23:49:23Z","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":"Deep learning has been successfully applied to the single-image super-resolution (SISR) task with great performance in recent years. However, most convolutional neural network based SR models require heavy computation, which limit their real-world applications. In this work, a lightweight SR network, named Adaptive Weighted Super-Resolution Network (AWSRN), is proposed for SISR to address this issue. A novel local fusion block (LFB) is designed in AWSRN for efficient residual learning, which consists of stacked adaptive weighted residual units (AWRU) and a local residual fusion unit (LRFU). Mo","authors_text":"Chaofeng Wang, Jun Shi, Zheng Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-04-04T05:44:32Z","title":"Lightweight Image Super-Resolution with Adaptive Weighted Learning Network"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1904.02358","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:bde81cb3d1dc462e37c07fbdf0e3fb10a3e225b38bfd0de793d94cea15026f36","target":"record","created_at":"2026-05-17T23:49:23Z","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":"ab9ac5112dab2f01b8443f9a7abc6f834db009d43e7387d5d1ee17ce47b121f6","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2019-04-04T05:44:32Z","title_canon_sha256":"f9b5c8ebfab8bc04265a8b4056424fbb1e244cd149d738ce2ff61cfaf2c4ab6e"},"schema_version":"1.0","source":{"id":"1904.02358","kind":"arxiv","version":1}},"canonical_sha256":"f3646bca218a8b859b4ab7afc30da54f4b0918094409941daa6452d245cc461b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f3646bca218a8b859b4ab7afc30da54f4b0918094409941daa6452d245cc461b","first_computed_at":"2026-05-17T23:49:23.896427Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:49:23.896427Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"usSmMtd3VQ0ge/c6eOZhSr1HIM/PGP9gjTK+i80eKzultvaFDX+um85SOyktj5x6bwlf9DJ3QuIfbdOlYDV+BA==","signature_status":"signed_v1","signed_at":"2026-05-17T23:49:23.896949Z","signed_message":"canonical_sha256_bytes"},"source_id":"1904.02358","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:bde81cb3d1dc462e37c07fbdf0e3fb10a3e225b38bfd0de793d94cea15026f36","sha256:771a29b8871bc79807ba521c02e92a654bde589ccbd5c9b4b149822723fce4ca"],"state_sha256":"be01e9074bb07f66bcc8888274be20df46c7a76884315309dcee6a977952d623"}