{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:FL3S35VRZHHQRDXXR7RNTXOVY3","short_pith_number":"pith:FL3S35VR","canonical_record":{"source":{"id":"2304.02695","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-05T18:44:17Z","cross_cats_sorted":[],"title_canon_sha256":"a13253c4500d5e1a5e08a5349a075fe83c79a403bf7b65db4768ed83adb985c6","abstract_canon_sha256":"2dfab27a47ac25fdc449a40a976c1fc6e502fa828fb73e192f1911bd7024dcae"},"schema_version":"1.0"},"canonical_sha256":"2af72df6b1c9cf088ef78fe2d9ddd5c6dc7184aacef4b3b3c1ca215f78360a49","source":{"kind":"arxiv","id":"2304.02695","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.02695","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"arxiv_version","alias_value":"2304.02695v1","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.02695","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"pith_short_12","alias_value":"FL3S35VRZHHQ","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"pith_short_16","alias_value":"FL3S35VRZHHQRDXX","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"pith_short_8","alias_value":"FL3S35VR","created_at":"2026-07-05T05:58:30Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:FL3S35VRZHHQRDXXR7RNTXOVY3","target":"record","payload":{"canonical_record":{"source":{"id":"2304.02695","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-05T18:44:17Z","cross_cats_sorted":[],"title_canon_sha256":"a13253c4500d5e1a5e08a5349a075fe83c79a403bf7b65db4768ed83adb985c6","abstract_canon_sha256":"2dfab27a47ac25fdc449a40a976c1fc6e502fa828fb73e192f1911bd7024dcae"},"schema_version":"1.0"},"canonical_sha256":"2af72df6b1c9cf088ef78fe2d9ddd5c6dc7184aacef4b3b3c1ca215f78360a49","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:58:30.426492Z","signature_b64":"4dKK55QgSdqaZzwD5Ezxy+nuTpxfp1i9PtnBqG52SeG3F6zbTKAqL/vy+P4ityGJEzAQ/4lijf707wwTiOm2BA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2af72df6b1c9cf088ef78fe2d9ddd5c6dc7184aacef4b3b3c1ca215f78360a49","last_reissued_at":"2026-07-05T05:58:30.426034Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:58:30.426034Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2304.02695","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T05:58:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DN45Kg+ILC3tKLGYhddSwUbzadeA+MbL/1sh7WNGOz97jMvPYZwYSkr9nNcMrwl8EnzojQuKdjYVM8A6B625Aw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T06:29:47.154310Z"},"content_sha256":"5ce681dc3897f3ad4a220f94eb2259ab57656fa9ce7f6be26eabcabb982eb6bf","schema_version":"1.0","event_id":"sha256:5ce681dc3897f3ad4a220f94eb2259ab57656fa9ce7f6be26eabcabb982eb6bf"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:FL3S35VRZHHQRDXXR7RNTXOVY3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Recovering Continuous Scene Dynamics from A Single Blurry Image with Events","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Gui-Song Xia, Jianzhuang Liu, Lei Yu, Wen Yang, Xiang Zhang, Zhangyi Cheng","submitted_at":"2023-04-05T18:44:17Z","abstract_excerpt":"This paper aims at demystifying a single motion-blurred image with events and revealing temporally continuous scene dynamics encrypted behind motion blurs. To achieve this end, an Implicit Video Function (IVF) is learned to represent a single motion blurred image with concurrent events, enabling the latent sharp image restoration of arbitrary timestamps in the range of imaging exposures. Specifically, a dual attention transformer is proposed to efficiently leverage merits from both modalities, i.e., the high temporal resolution of event features and the smoothness of image features, alleviatin"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.02695","kind":"arxiv","version":1},"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/2304.02695/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":"2026-07-05T05:58:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"m8Rc69k8klz7hrkNo5+KyGT2K7OE9qvyW7vm6M4o5gp0LloRA3yocp7KmGcRQNbsU1cJG08K9tRnimgwl1LGCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T06:29:47.155184Z"},"content_sha256":"a713417c6f9e5cb94fedeb2199e26b2df7591e3bbdf3c8bf64dc4dde17c825b1","schema_version":"1.0","event_id":"sha256:a713417c6f9e5cb94fedeb2199e26b2df7591e3bbdf3c8bf64dc4dde17c825b1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/FL3S35VRZHHQRDXXR7RNTXOVY3/bundle.json","state_url":"https://pith.science/pith/FL3S35VRZHHQRDXXR7RNTXOVY3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/FL3S35VRZHHQRDXXR7RNTXOVY3/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":"2026-08-18T06:29:47Z","links":{"resolver":"https://pith.science/pith/FL3S35VRZHHQRDXXR7RNTXOVY3","bundle":"https://pith.science/pith/FL3S35VRZHHQRDXXR7RNTXOVY3/bundle.json","state":"https://pith.science/pith/FL3S35VRZHHQRDXXR7RNTXOVY3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/FL3S35VRZHHQRDXXR7RNTXOVY3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:FL3S35VRZHHQRDXXR7RNTXOVY3","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":"2dfab27a47ac25fdc449a40a976c1fc6e502fa828fb73e192f1911bd7024dcae","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-05T18:44:17Z","title_canon_sha256":"a13253c4500d5e1a5e08a5349a075fe83c79a403bf7b65db4768ed83adb985c6"},"schema_version":"1.0","source":{"id":"2304.02695","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.02695","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"arxiv_version","alias_value":"2304.02695v1","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.02695","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"pith_short_12","alias_value":"FL3S35VRZHHQ","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"pith_short_16","alias_value":"FL3S35VRZHHQRDXX","created_at":"2026-07-05T05:58:30Z"},{"alias_kind":"pith_short_8","alias_value":"FL3S35VR","created_at":"2026-07-05T05:58:30Z"}],"graph_snapshots":[{"event_id":"sha256:a713417c6f9e5cb94fedeb2199e26b2df7591e3bbdf3c8bf64dc4dde17c825b1","target":"graph","created_at":"2026-07-05T05:58:30Z","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/2304.02695/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper aims at demystifying a single motion-blurred image with events and revealing temporally continuous scene dynamics encrypted behind motion blurs. To achieve this end, an Implicit Video Function (IVF) is learned to represent a single motion blurred image with concurrent events, enabling the latent sharp image restoration of arbitrary timestamps in the range of imaging exposures. Specifically, a dual attention transformer is proposed to efficiently leverage merits from both modalities, i.e., the high temporal resolution of event features and the smoothness of image features, alleviatin","authors_text":"Gui-Song Xia, Jianzhuang Liu, Lei Yu, Wen Yang, Xiang Zhang, Zhangyi Cheng","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-05T18:44:17Z","title":"Recovering Continuous Scene Dynamics from A Single Blurry Image with Events"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.02695","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":"sha256:5ce681dc3897f3ad4a220f94eb2259ab57656fa9ce7f6be26eabcabb982eb6bf","target":"record","created_at":"2026-07-05T05:58:30Z","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":"2dfab27a47ac25fdc449a40a976c1fc6e502fa828fb73e192f1911bd7024dcae","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-04-05T18:44:17Z","title_canon_sha256":"a13253c4500d5e1a5e08a5349a075fe83c79a403bf7b65db4768ed83adb985c6"},"schema_version":"1.0","source":{"id":"2304.02695","kind":"arxiv","version":1}},"canonical_sha256":"2af72df6b1c9cf088ef78fe2d9ddd5c6dc7184aacef4b3b3c1ca215f78360a49","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2af72df6b1c9cf088ef78fe2d9ddd5c6dc7184aacef4b3b3c1ca215f78360a49","first_computed_at":"2026-07-05T05:58:30.426034Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:58:30.426034Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4dKK55QgSdqaZzwD5Ezxy+nuTpxfp1i9PtnBqG52SeG3F6zbTKAqL/vy+P4ityGJEzAQ/4lijf707wwTiOm2BA==","signature_status":"signed_v1","signed_at":"2026-07-05T05:58:30.426492Z","signed_message":"canonical_sha256_bytes"},"source_id":"2304.02695","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5ce681dc3897f3ad4a220f94eb2259ab57656fa9ce7f6be26eabcabb982eb6bf","sha256:a713417c6f9e5cb94fedeb2199e26b2df7591e3bbdf3c8bf64dc4dde17c825b1"],"state_sha256":"d0f7d12201ef37584254406497094698483748b5e18ef094e2d24424261fad13"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jVjv7a3/ubWl/WY+2REjoZRTPrlXQXvPbANSh4+lSRHkehe5PHnelduTndClcpFsaHt8znsaJDXRjSw3z3aQBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T06:29:47.162521Z","bundle_sha256":"a38b9e87e85340073b513f1ef99e3d6c6c14948f3d332a9bec18c2e78d962dc2"}}