{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2605.01916","arxiv_id":"2605.01916","integrity":{"available":true,"endpoint":"/pith/2605.01916/integrity.json","summary":{"critical":1,"advisory":2,"informational":0,"by_detector":{"doi_compliance":{"total":3,"critical":1,"advisory":2,"informational":0}}},"clean":false,"detectors_run":[{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-05-20T16:41:14.866493Z","findings_count":0},{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-05-20T04:31:22.856578Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-05-19T16:53:30.645800Z","findings_count":3}],"findings":[{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1016/j.patcog.2025.111778.19) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1016/j.patcog.2025.111778.19","detected_arxiv_id":null,"ref_index":5,"audited_at":"2026-05-19T16:53:30.645800Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/CVPR52688.2022.00571.20) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1109/CVPR52688.2022.00571.20","detected_arxiv_id":null,"ref_index":17,"audited_at":"2026-05-19T16:53:30.645800Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.5555/3692070.3694583' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","detected_doi":"10.5555/3692070.3694583","detected_arxiv_id":null,"ref_index":8,"audited_at":"2026-05-19T16:53:30.645800Z"}],"snapshot_sha256":"9bb6b47cf5f8f2884c4dea2b8543820a61d89fd500895176c101569554bd0413"},"events":[{"event_id":2162,"event_type":"pith.integrity.v1","payload_sha256":"0d11f7691b1aad25e0d694f152580771008a6b1c6ff9727c7dff58ee30eb7511","signature_b64":"VoXKNBRECIQulEJO6V548qnKCIzAJ/XBnJ9LyCYBhimkpo+YOTCTAuCjDp/GT24NMnj3iA18MwmQ3SFJIH1oAQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T16:57:14.969055+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/CVPR52688.2022.00571.20) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"J. Liu, X. Fan, Z. Huang, G. Wu, R. Liu, W. Zhong, Z. Luo, Target-aware dual adversarial learning and a multi- scenario multi-modality benchmark to fuse infrared and visible for object detection, in: Proc. IEEE/CVF Conf. Comput. Vis. Patter","arxiv_id":"2605.01916","detector":"doi_compliance","evidence":{"ref_index":17,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"J. Liu, X. Fan, Z. Huang, G. Wu, R. Liu, W. Zhong, Z. Luo, Target-aware dual adversarial learning and a multi- scenario multi-modality benchmark to fuse infrared and visible for object detection, in: Proc. IEEE/CVF Conf. Comput. Vis. Patter","reconstructed_doi":"10.1109/CVPR52688.2022.00571.20"},"severity":"advisory","ref_index":17,"audited_at":"2026-05-19T16:53:30.645800Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/CVPR52688.2022.00571.20","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"2c3cb4ab18af5ad95eb7d659980cdc14697c645f6489a007abc9da9655af0ca3","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2161,"event_type":"pith.integrity.v1","payload_sha256":"cd3861487eec3eeeae0bb62a3e5c708e6d8bf743d72fadadc38ec70f53e57eb6","signature_b64":"BcC4+ofxXp5TJfEskVZ2AGYgx73RFAuEW3t42quI3hEJ9/ICm/Vjs+hm0IkD3ZdNq5eOEJAVojXbCQhkIz6GAg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T16:57:14.966895+00:00","payload":{"note":"Identifier '10.5555/3692070.3694583' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"Z. Zhao, L. Deng, H. Bai, Y . Cui, Z. Zhang, Y . Zhang, H. Qin, D. Chen, J. Zhang, P . Wang, L. Van Gool, Image fusion via vision-language model, in: Proc. Int. Conf. Mach. Learn. (ICML), 2024, pp. 60749–60765. https://doi.org/10.5555/36920","arxiv_id":"2605.01916","detector":"doi_compliance","evidence":{"doi":"10.5555/3692070.3694583","arxiv_id":null,"ref_index":8,"raw_excerpt":"Z. Zhao, L. Deng, H. Bai, Y . Cui, Z. Zhang, Y . Zhang, H. Qin, D. Chen, J. Zhang, P . Wang, L. Van Gool, Image fusion via vision-language model, in: Proc. Int. Conf. Mach. Learn. (ICML), 2024, pp. 60749–60765. https://doi.org/10.5555/3692070.3694583","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":8,"audited_at":"2026-05-19T16:53:30.645800Z","event_type":"pith.integrity.v1","detected_doi":"10.5555/3692070.3694583","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"46a5b976200de689aef99791f4f0934d4f3cb3d6741090088661adc174d4a82b","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2160,"event_type":"pith.integrity.v1","payload_sha256":"07024cab219cc2d2d34db8ca733f993c52bafb3172c8544733d1adf15655bc41","signature_b64":"nlfZJm14B/0MhIMz+SMCr903m7WvKf+qnKS/dbBQQGsRN/XDYMMnAtz8tNPqi7NiEbxsYVP6ZHoODjy/vsC+Dg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T16:57:14.963402+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1016/j.patcog.2025.111778.19) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"B. Zheng, R. Wang, X. Liu, J. Li, A multi-level detection guided and co-encoding network for infrared and visible image fusion, Pattern Recognit. 168 (2025) 111778.https://doi.org/10.1016/j.patcog.2025. 111778. 19","arxiv_id":"2605.01916","detector":"doi_compliance","evidence":{"ref_index":5,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"B. Zheng, R. Wang, X. Liu, J. Li, A multi-level detection guided and co-encoding network for infrared and visible image fusion, Pattern Recognit. 168 (2025) 111778.https://doi.org/10.1016/j.patcog.2025. 111778. 19","reconstructed_doi":"10.1016/j.patcog.2025.111778.19"},"severity":"advisory","ref_index":5,"audited_at":"2026-05-19T16:53:30.645800Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.patcog.2025.111778.19","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"12a0fbd4d32ef5e8d977b53cd46b393019222f62d9ab0c9961894db8e60e3ceb","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2605.01916/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}