{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:EOBMJCEW7GREW5K6BUWHGY2FHL","short_pith_number":"pith:EOBMJCEW","canonical_record":{"source":{"id":"2304.10244","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-20T12:05:14Z","cross_cats_sorted":[],"title_canon_sha256":"89592d1e1cef4a1f57cf8f07f109c29aff916ead94c29b4123b2fb366a9abd13","abstract_canon_sha256":"d90678b65766c454c0383aae5d154fb974db8a13bf19ecfe814ef09bd446b338"},"schema_version":"1.0"},"canonical_sha256":"2382c48896f9a24b755e0d2c7363453af592c7e2269768e0b71667b246e0900d","source":{"kind":"arxiv","id":"2304.10244","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.10244","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"arxiv_version","alias_value":"2304.10244v2","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.10244","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"pith_short_12","alias_value":"EOBMJCEW7GRE","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"pith_short_16","alias_value":"EOBMJCEW7GREW5K6","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"pith_short_8","alias_value":"EOBMJCEW","created_at":"2026-07-05T06:03:29Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:EOBMJCEW7GREW5K6BUWHGY2FHL","target":"record","payload":{"canonical_record":{"source":{"id":"2304.10244","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-20T12:05:14Z","cross_cats_sorted":[],"title_canon_sha256":"89592d1e1cef4a1f57cf8f07f109c29aff916ead94c29b4123b2fb366a9abd13","abstract_canon_sha256":"d90678b65766c454c0383aae5d154fb974db8a13bf19ecfe814ef09bd446b338"},"schema_version":"1.0"},"canonical_sha256":"2382c48896f9a24b755e0d2c7363453af592c7e2269768e0b71667b246e0900d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:03:29.117203Z","signature_b64":"Y3ksnup/o2Vlb2t+2203ntHJSG/uR8x8nv3RpomJdazPBLv01A/QkcJn0b8BDDH88MyckSLC6zxFhSqJvFq3Cw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2382c48896f9a24b755e0d2c7363453af592c7e2269768e0b71667b246e0900d","last_reissued_at":"2026-07-05T06:03:29.116856Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:03:29.116856Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2304.10244","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:03:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hM/af4LpOafACavWi9hFKryxoCJ7HSGtBen4sBJT8B9iJZxW8d3oKx3EBWTKRmUFAfEaKyrXSEkvN+2VW+HoBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-13T22:39:19.795033Z"},"content_sha256":"c1da0c701cff2e95d18375857929eff4b8f15193c89d4ff41a68a7773fdd9bfa","schema_version":"1.0","event_id":"sha256:c1da0c701cff2e95d18375857929eff4b8f15193c89d4ff41a68a7773fdd9bfa"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:EOBMJCEW7GREW5K6BUWHGY2FHL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Omni Aggregation Networks for Lightweight Image Super-Resolution","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Bingbing Ni, Hang Wang, Jinfan Liu, Xuanhong Chen, Yutian Liu","submitted_at":"2023-04-20T12:05:14Z","abstract_excerpt":"While lightweight ViT framework has made tremendous progress in image super-resolution, its uni-dimensional self-attention modeling, as well as homogeneous aggregation scheme, limit its effective receptive field (ERF) to include more comprehensive interactions from both spatial and channel dimensions. To tackle these drawbacks, this work proposes two enhanced components under a new Omni-SR architecture. First, an Omni Self-Attention (OSA) block is proposed based on dense interaction principle, which can simultaneously model pixel-interaction from both spatial and channel dimensions, mining the"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.10244","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2304.10244/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:03:29Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Y4KaLyLHbkJihTUSXXSDWovh0e16bj8ITMQ3AM5t0FkVSyCDheSrWXXqa4FbD9rpXpCrZV3ceDbDoStjtAFvDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-13T22:39:19.795425Z"},"content_sha256":"911664f9098cb23d9dfa6cd52ed6cddac68e4c9ffda6fd436f364965bfa0bc77","schema_version":"1.0","event_id":"sha256:911664f9098cb23d9dfa6cd52ed6cddac68e4c9ffda6fd436f364965bfa0bc77"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/EOBMJCEW7GREW5K6BUWHGY2FHL/bundle.json","state_url":"https://pith.science/pith/EOBMJCEW7GREW5K6BUWHGY2FHL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/EOBMJCEW7GREW5K6BUWHGY2FHL/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-13T22:39:19Z","links":{"resolver":"https://pith.science/pith/EOBMJCEW7GREW5K6BUWHGY2FHL","bundle":"https://pith.science/pith/EOBMJCEW7GREW5K6BUWHGY2FHL/bundle.json","state":"https://pith.science/pith/EOBMJCEW7GREW5K6BUWHGY2FHL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/EOBMJCEW7GREW5K6BUWHGY2FHL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:EOBMJCEW7GREW5K6BUWHGY2FHL","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":"d90678b65766c454c0383aae5d154fb974db8a13bf19ecfe814ef09bd446b338","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-20T12:05:14Z","title_canon_sha256":"89592d1e1cef4a1f57cf8f07f109c29aff916ead94c29b4123b2fb366a9abd13"},"schema_version":"1.0","source":{"id":"2304.10244","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.10244","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"arxiv_version","alias_value":"2304.10244v2","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.10244","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"pith_short_12","alias_value":"EOBMJCEW7GRE","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"pith_short_16","alias_value":"EOBMJCEW7GREW5K6","created_at":"2026-07-05T06:03:29Z"},{"alias_kind":"pith_short_8","alias_value":"EOBMJCEW","created_at":"2026-07-05T06:03:29Z"}],"graph_snapshots":[{"event_id":"sha256:911664f9098cb23d9dfa6cd52ed6cddac68e4c9ffda6fd436f364965bfa0bc77","target":"graph","created_at":"2026-07-05T06:03:29Z","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/2304.10244/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"While lightweight ViT framework has made tremendous progress in image super-resolution, its uni-dimensional self-attention modeling, as well as homogeneous aggregation scheme, limit its effective receptive field (ERF) to include more comprehensive interactions from both spatial and channel dimensions. To tackle these drawbacks, this work proposes two enhanced components under a new Omni-SR architecture. First, an Omni Self-Attention (OSA) block is proposed based on dense interaction principle, which can simultaneously model pixel-interaction from both spatial and channel dimensions, mining the","authors_text":"Bingbing Ni, Hang Wang, Jinfan Liu, Xuanhong Chen, Yutian Liu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-20T12:05:14Z","title":"Omni Aggregation Networks for Lightweight Image Super-Resolution"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.10244","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:c1da0c701cff2e95d18375857929eff4b8f15193c89d4ff41a68a7773fdd9bfa","target":"record","created_at":"2026-07-05T06:03:29Z","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":"d90678b65766c454c0383aae5d154fb974db8a13bf19ecfe814ef09bd446b338","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-20T12:05:14Z","title_canon_sha256":"89592d1e1cef4a1f57cf8f07f109c29aff916ead94c29b4123b2fb366a9abd13"},"schema_version":"1.0","source":{"id":"2304.10244","kind":"arxiv","version":2}},"canonical_sha256":"2382c48896f9a24b755e0d2c7363453af592c7e2269768e0b71667b246e0900d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2382c48896f9a24b755e0d2c7363453af592c7e2269768e0b71667b246e0900d","first_computed_at":"2026-07-05T06:03:29.116856Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:03:29.116856Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Y3ksnup/o2Vlb2t+2203ntHJSG/uR8x8nv3RpomJdazPBLv01A/QkcJn0b8BDDH88MyckSLC6zxFhSqJvFq3Cw==","signature_status":"signed_v1","signed_at":"2026-07-05T06:03:29.117203Z","signed_message":"canonical_sha256_bytes"},"source_id":"2304.10244","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c1da0c701cff2e95d18375857929eff4b8f15193c89d4ff41a68a7773fdd9bfa","sha256:911664f9098cb23d9dfa6cd52ed6cddac68e4c9ffda6fd436f364965bfa0bc77"],"state_sha256":"35421b58ed6130896505a549f4bc8a334f8a176a6802c31b88d4435e97a528f1"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oaz+y2D6Boh9FSB1GOZPGAh0yPAINt1KtoEbyyOE5Tn2lhgAxDDgupu2xnvt7atzNvqs/0s+blDFWyBoZTmcBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-13T22:39:19.797542Z","bundle_sha256":"bbf810fbbf88b72f12c47d58e32a5c3cf519389edbb53fb808f504d553529be2"}}