{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T07:31:57Z","timestamp":1784014317886,"version":"3.55.0"},"reference-count":89,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T00:00:00Z","timestamp":1760832000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62371269"],"award-info":[{"award-number":["62371269"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100012540","name":"Guangdong Innovative and Entrepreneurial Research Team Program","doi-asserted-by":"publisher","award":["2021ZT09L197"],"award-info":[{"award-number":["2021ZT09L197"]}],"id":[{"id":"10.13039\/100012540","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,19]]},"DOI":"10.1109\/iccv51701.2025.00857","type":"proceedings-article","created":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T19:45:49Z","timestamp":1777491949000},"page":"9169-9180","source":"Crossref","is-referenced-by-count":5,"title":["PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining"],"prefix":"10.1109","author":[{"given":"Ciyu","family":"Ruan","sequence":"first","affiliation":[{"name":"Shenzhen International Graduate School, Tsinghua University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ruishan","family":"Guo","sequence":"additional","affiliation":[{"name":"Shenzhen International Graduate School, Tsinghua University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zihang","family":"Gong","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingao","family":"Xu","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenhan","family":"Yang","sequence":"additional","affiliation":[{"name":"Pengcheng Laboratory"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinlei","family":"Chen","sequence":"additional","affiliation":[{"name":"Shenzhen International Graduate School, Tsinghua University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3008413"},{"key":"ref2","first-page":"1","article-title":"Towards mobile sensing with event cameras on high-agility resource-constrained devices: A survey","author":"Wang","year":"2025","journal-title":"arXiv preprint"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2017.8206226"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3636534.3694721"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00151"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2018.2793357"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-024-07409-w"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3715014.3722048"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1126\/scirobotics.aaz9712"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA40945.2020.9196877"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3636534.3694737"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2022.928707"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2809695.2809724"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2892131"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3560905.3568432"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2023.3334142"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2024.3394859"},{"key":"ref18","first-page":"1","article-title":"A large language modeldriven heterogeneous air-ground rescue swarm","volume-title":"ICLR 2025 Workshop on Embodied Intelligence with Large Language Models In Open City Environment","author":"Jianzhuozhu","year":"2025"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2021.3127360"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00571"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/s22134707"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.127066"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2019.00199"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00401"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3023597"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01205"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-92659-5_19"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00434"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00266"},{"key":"ref30","first-page":"2","article-title":"Emamba: Using state-space-models for direct event processing in space situational awareness","volume-title":"IAA Conference on AI in and for Space (SPAICE)","author":"D\u00edaz","year":"2024"},{"key":"ref31","first-page":"2","article-title":"Rethinking efficient and effective pointbased networks for event camera classification and regression: Eventmamba","author":"Ren","year":"2024","journal-title":"arXiv preprint"},{"key":"ref32","first-page":"2","article-title":"Mamba: Linear-time sequence modeling with selective state spaces","author":"Gu","year":"2023","journal-title":"arXiv preprint"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1049\/iet-ipr.2018.5122"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00317"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2428933"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/iccv.2017.191"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00210"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01716"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01458"},{"key":"ref40","first-page":"2","article-title":"Egvd: Event-guided video deraining","author":"Zhang","year":"2023","journal-title":"ArXiv"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3272283"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i3.27957"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3113344"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/app10062024"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS46773.2023.10181865"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2023.3281202"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01255"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00821"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.2995190"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01455"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00994"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00786"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00573"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9191148"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00556"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412991"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.52202\/075280-1811"},{"key":"ref58","first-page":"652","article-title":"Pointnet: Deep learning on point sets for 3d classification and segmentation","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition","author":"Qi","year":"2017"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-024-07409-w"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i1.25079"},{"key":"ref61","first-page":"3","article-title":"Freqmamba: Viewing mamba from a frequency perspective for image deraining","author":"Zhen","year":"2024","journal-title":"arXiv preprint"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72649-1_13"},{"key":"ref63","first-page":"3","article-title":"Vision mamba: Efficient visual representation learning with bidirectional state space model","author":"Zhu","year":"2024","journal-title":"arXiv preprint"},{"key":"ref64","first-page":"3","article-title":"A hybrid transformermamba network for single image deraining","author":"Sun","year":"2024","journal-title":"arXiv preprint"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-024-03798-7"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73383-3_12"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01595"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.52202\/068431-2415"},{"key":"ref69","first-page":"4","article-title":"Mamba-spike: Enhancing the mamba architecture with a spiking front-end for efficient temporal data processing","author":"Qin","year":"2024","journal-title":"arXiv preprint"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3680578"},{"key":"ref71","first-page":"9099","article-title":"Transformer quality in linear time","volume-title":"International conference on machine learning","author":"Hua","year":"2022"},{"key":"ref72","first-page":"4","article-title":"Cdmamba: Remote sensing image change detection with mamba","author":"Zhang","year":"2024","journal-title":"arXiv preprint"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58601-0_6"},{"key":"ref74","first-page":"5","article-title":"Fouriermamba: Fourier learning integration with state space models for image deraining","author":"Li","year":"2024","journal-title":"arXiv preprint"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01366"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2025.3555448"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248074"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00658"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-020-01366-3"},{"key":"ref80","first-page":"5","year":"2023","journal-title":"Adobe after effects software"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00364"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2012.2230553"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3152999"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/tetc.2017.2788865"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.3390\/app10062024"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00177"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3548048"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2024.3427371"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3389771"}],"event":{"name":"2025 IEEE\/CVF International Conference on Computer Vision (ICCV)","location":"Honolulu, HI, USA","start":{"date-parts":[[2025,10,19]]},"end":{"date-parts":[[2025,10,25]]}},"container-title":["2025 IEEE\/CVF International Conference on Computer Vision (ICCV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11443115\/11443287\/11446133.pdf?arnumber=11446133","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:33:35Z","timestamp":1777613615000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11446133\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,19]]},"references-count":89,"URL":"https:\/\/doi.org\/10.1109\/iccv51701.2025.00857","relation":{},"subject":[],"published":{"date-parts":[[2025,10,19]]}}}