{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:I25AN3MEFLW2U75SBE755K5PBD","short_pith_number":"pith:I25AN3ME","canonical_record":{"source":{"id":"2503.19329","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2025-03-25T03:44:57Z","cross_cats_sorted":["cs.AI","cs.CV"],"title_canon_sha256":"7d347c394fc4f27be869fa96da9f5ea62a421c9bace0e11be451e6d01f16e50a","abstract_canon_sha256":"17569f2e1bd923eadca6790608168605f035670ac61bfd3a2ffa149fab38cee3"},"schema_version":"1.0"},"canonical_sha256":"46ba06ed842aedaa7fb2093fdeabaf08ffb60f42877763f525b20cf8410f9f0c","source":{"kind":"arxiv","id":"2503.19329","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.19329","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"arxiv_version","alias_value":"2503.19329v1","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.19329","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"pith_short_12","alias_value":"I25AN3MEFLW2","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"pith_short_16","alias_value":"I25AN3MEFLW2U75S","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"pith_short_8","alias_value":"I25AN3ME","created_at":"2026-07-05T10:38:53Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:I25AN3MEFLW2U75SBE755K5PBD","target":"record","payload":{"canonical_record":{"source":{"id":"2503.19329","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2025-03-25T03:44:57Z","cross_cats_sorted":["cs.AI","cs.CV"],"title_canon_sha256":"7d347c394fc4f27be869fa96da9f5ea62a421c9bace0e11be451e6d01f16e50a","abstract_canon_sha256":"17569f2e1bd923eadca6790608168605f035670ac61bfd3a2ffa149fab38cee3"},"schema_version":"1.0"},"canonical_sha256":"46ba06ed842aedaa7fb2093fdeabaf08ffb60f42877763f525b20cf8410f9f0c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:38:53.267831Z","signature_b64":"pO/LxJrZUWalbyvhh5c/4q0j5qhlN7iJG2M3qzUfdmMHDDPMdo5wEqBleNEMULoL4dokatgfh9HpME3l5BtTBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"46ba06ed842aedaa7fb2093fdeabaf08ffb60f42877763f525b20cf8410f9f0c","last_reissued_at":"2026-07-05T10:38:53.267370Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:38:53.267370Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2503.19329","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":"2026-07-05T10:38:53Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CeWQKQ/SVxS+D4hoYizzrNlmnHtpV/i3hPGmoJDTvUHJQqd9hblUQlPsQRW8VukU2PnOnDzmn13oyiQvHCwpDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T05:43:32.901725Z"},"content_sha256":"af13762b7a50401e51d8b49487c91456ca0d87c07f4e85c9480ca1eb8fb627c1","schema_version":"1.0","event_id":"sha256:af13762b7a50401e51d8b49487c91456ca0d87c07f4e85c9480ca1eb8fb627c1"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:I25AN3MEFLW2U75SBE755K5PBD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Wavelet-based Global-Local Interaction Network with Cross-Attention for Multi-View Diabetic Retinopathy Detection","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.CV"],"primary_cat":"eess.IV","authors_text":"Chengliang Liu, Qihao Xu, Xiaoling Luo, Xiaoyan Dou, Yongting Hu, Yong Xu, Yuxin Lin","submitted_at":"2025-03-25T03:44:57Z","abstract_excerpt":"Multi-view diabetic retinopathy (DR) detection has recently emerged as a promising method to address the issue of incomplete lesions faced by single-view DR. However, it is still challenging due to the variable sizes and scattered locations of lesions. Furthermore, existing multi-view DR methods typically merge multiple views without considering the correlations and redundancies of lesion information across them. Therefore, we propose a novel method to overcome the challenges of difficult lesion information learning and inadequate multi-view fusion. Specifically, we introduce a two-branch netw"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.19329","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/2503.19329/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":"2026-07-05T10:38:53Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"p8If1UyXip+xBYsq6WeIWCzN3cGz44vp38cGFkrBy7XvPreEEZxKwqWiKyOecifKoP/UFtN5UcKuI6Es9XZKDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T05:43:32.902246Z"},"content_sha256":"72965b7e3c3f30667175aa1ae2716bd9ad66523c405700a1cecb1ae02b815f02","schema_version":"1.0","event_id":"sha256:72965b7e3c3f30667175aa1ae2716bd9ad66523c405700a1cecb1ae02b815f02"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/I25AN3MEFLW2U75SBE755K5PBD/bundle.json","state_url":"https://pith.science/pith/I25AN3MEFLW2U75SBE755K5PBD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/I25AN3MEFLW2U75SBE755K5PBD/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":"2026-08-04T05:43:32Z","links":{"resolver":"https://pith.science/pith/I25AN3MEFLW2U75SBE755K5PBD","bundle":"https://pith.science/pith/I25AN3MEFLW2U75SBE755K5PBD/bundle.json","state":"https://pith.science/pith/I25AN3MEFLW2U75SBE755K5PBD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/I25AN3MEFLW2U75SBE755K5PBD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:I25AN3MEFLW2U75SBE755K5PBD","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":"17569f2e1bd923eadca6790608168605f035670ac61bfd3a2ffa149fab38cee3","cross_cats_sorted":["cs.AI","cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2025-03-25T03:44:57Z","title_canon_sha256":"7d347c394fc4f27be869fa96da9f5ea62a421c9bace0e11be451e6d01f16e50a"},"schema_version":"1.0","source":{"id":"2503.19329","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.19329","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"arxiv_version","alias_value":"2503.19329v1","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.19329","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"pith_short_12","alias_value":"I25AN3MEFLW2","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"pith_short_16","alias_value":"I25AN3MEFLW2U75S","created_at":"2026-07-05T10:38:53Z"},{"alias_kind":"pith_short_8","alias_value":"I25AN3ME","created_at":"2026-07-05T10:38:53Z"}],"graph_snapshots":[{"event_id":"sha256:72965b7e3c3f30667175aa1ae2716bd9ad66523c405700a1cecb1ae02b815f02","target":"graph","created_at":"2026-07-05T10:38:53Z","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/2503.19329/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multi-view diabetic retinopathy (DR) detection has recently emerged as a promising method to address the issue of incomplete lesions faced by single-view DR. However, it is still challenging due to the variable sizes and scattered locations of lesions. Furthermore, existing multi-view DR methods typically merge multiple views without considering the correlations and redundancies of lesion information across them. Therefore, we propose a novel method to overcome the challenges of difficult lesion information learning and inadequate multi-view fusion. Specifically, we introduce a two-branch netw","authors_text":"Chengliang Liu, Qihao Xu, Xiaoling Luo, Xiaoyan Dou, Yongting Hu, Yong Xu, Yuxin Lin","cross_cats":["cs.AI","cs.CV"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2025-03-25T03:44:57Z","title":"Wavelet-based Global-Local Interaction Network with Cross-Attention for Multi-View Diabetic Retinopathy Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.19329","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:af13762b7a50401e51d8b49487c91456ca0d87c07f4e85c9480ca1eb8fb627c1","target":"record","created_at":"2026-07-05T10:38:53Z","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":"17569f2e1bd923eadca6790608168605f035670ac61bfd3a2ffa149fab38cee3","cross_cats_sorted":["cs.AI","cs.CV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.IV","submitted_at":"2025-03-25T03:44:57Z","title_canon_sha256":"7d347c394fc4f27be869fa96da9f5ea62a421c9bace0e11be451e6d01f16e50a"},"schema_version":"1.0","source":{"id":"2503.19329","kind":"arxiv","version":1}},"canonical_sha256":"46ba06ed842aedaa7fb2093fdeabaf08ffb60f42877763f525b20cf8410f9f0c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"46ba06ed842aedaa7fb2093fdeabaf08ffb60f42877763f525b20cf8410f9f0c","first_computed_at":"2026-07-05T10:38:53.267370Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:38:53.267370Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"pO/LxJrZUWalbyvhh5c/4q0j5qhlN7iJG2M3qzUfdmMHDDPMdo5wEqBleNEMULoL4dokatgfh9HpME3l5BtTBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:38:53.267831Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.19329","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:af13762b7a50401e51d8b49487c91456ca0d87c07f4e85c9480ca1eb8fb627c1","sha256:72965b7e3c3f30667175aa1ae2716bd9ad66523c405700a1cecb1ae02b815f02"],"state_sha256":"681d5a3dce2e6b6336b130a0b5131acfd99690aaf7c22775040f1d0d06af1cfc"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Sza2HnItNPSZqieZ/SazGEhr8eLyoL5ISNT5qguQPw3fxzS1sSAnZpLaigturdmg6a7JshmWd98rL91MPcsnCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T05:43:32.905755Z","bundle_sha256":"8816cd3f345a09cbd3b6258217549de0b7cd30e6c562ad40e8fdfbca41cc2660"}}