{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T20:52:27Z","timestamp":1775508747690,"version":"3.50.1"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004826","name":"Beijing Natural Science Foundation","doi-asserted-by":"publisher","award":["JQ24023"],"award-info":[{"award-number":["JQ24023"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004826","name":"Beijing Natural Science Foundation","doi-asserted-by":"publisher","award":["F251020"],"award-info":[{"award-number":["F251020"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Beijing Municipal Science & Technology Commission","award":["Z231100006623010"],"award-info":[{"award-number":["Z231100006623010"]}]},{"name":"Peking University Medicine plus X Pilot Program — Artificial Intelligence and Medical Development Initiative","award":["BMU2025YXXLHAIYX020"],"award-info":[{"award-number":["BMU2025YXXLHAIYX020"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2026,5]]},"DOI":"10.1109\/tpami.2026.3653768","type":"journal-article","created":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T20:58:38Z","timestamp":1768337918000},"page":"5992-6007","source":"Crossref","is-referenced-by-count":0,"title":["Learn to Enhance Sparse Spike Streams"],"prefix":"10.1109","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0257-5292","authenticated-orcid":false,"given":"Liwen","family":"Hu","sequence":"first","affiliation":[{"name":"State Key Laboratory of Multimedia Information Processing and National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing, China"}]},{"given":"Yijia","family":"Guo","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Multimedia Information Processing and National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-1205-2488","authenticated-orcid":false,"given":"Mianzhi","family":"Liu","sequence":"additional","affiliation":[{"name":"National Biomedical Imaging Center, College of Future Technology, Peking University, Beijing, China"}]},{"given":"Yiming","family":"Fan","sequence":"additional","affiliation":[{"name":"School of Computer and Information Engineering, Henan University, Kaifeng, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2450-8182","authenticated-orcid":false,"given":"Rui","family":"Ma","sequence":"additional","affiliation":[{"name":"National Biomedical Imaging Center, College of Future Technology, Peking University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9026-8128","authenticated-orcid":false,"given":"Shengbo","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Software, Nanchang University, Nanchang, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6024-3854","authenticated-orcid":false,"given":"Lei","family":"Ma","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Multimedia Information Processing and National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4234-6099","authenticated-orcid":false,"given":"Tiejun","family":"Huang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Multimedia Information Processing and National Engineering Research Center of Visual Technology, School of Computer Science, Peking University, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2014.2342715"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01149"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/396"},{"key":"ref4","article-title":"Blender-A 3D modelling and rendering package","year":"2018"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/ac9830"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2010.5537149"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/DCC.2019.00080"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00584"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02349"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i2.27924"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/VCIP56404.2022.10008850"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02131"},{"key":"ref13","article-title":"Optimal biasing and physical limits of DVS event noise","volume-title":"Proc. Int. Image Sensor Workshop","author":"Graca","year":"2023"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00185"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02619"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2017.8050397"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICME57554.2024.10687382"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i3.32340"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_38"},{"key":"ref20","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. Annu. Conf. Neural Inf. Process. Syst.","volume":"33","author":"Ho","year":"2020"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72643-9_6"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01732"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3051462"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3592433"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3126387"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3063604"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2007.914337"},{"key":"ref28","first-page":"1","article-title":"Flow matching for generative modeling","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Lipman","year":"2023"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2016.12.009"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3503250"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2214050"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2227726"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2008.4541871"},{"key":"ref34","first-page":"12116","article-title":"Do vision transformers see like convolutional neural networks?","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Raghu","year":"2021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref36","article-title":"Spike M1K40-H4-Gen3","year":"2023"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i3.25364"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00247"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00166"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00954"},{"key":"ref41","first-page":"7905","article-title":"SpikeDiff: Zero-shot high-quality video reconstruction from chromatic spike camera and sub-millisecond spike streams","volume-title":"Proc. IEEE Int. Conf. Comput. Vis.","author":"Yang","year":"2025"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00564"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i1.25085"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00253"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01182"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i3.25468"},{"key":"ref48","first-page":"7905","article-title":"Learninng optical flow from continuous spike streams","volume-title":"Proc. Annu. Conf. Neural Inf. Process. Syst.","author":"Zhao","year":"2022"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00629"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2019.00248"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3146140"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00601"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/34\/11474534\/11348099.pdf?arnumber=11348099","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T19:56:07Z","timestamp":1775505367000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11348099\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5]]},"references-count":52,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2026.3653768","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5]]}}}