{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T16:46:33Z","timestamp":1779295593035,"version":"3.51.4"},"reference-count":94,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62131003"],"award-info":[{"award-number":["62131003"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62021001"],"award-info":[{"award-number":["62021001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tpami.2024.3401048","type":"journal-article","created":{"date-parts":[[2024,5,14]],"date-time":"2024-05-14T17:30:40Z","timestamp":1715707840000},"page":"8284-8301","source":"Crossref","is-referenced-by-count":10,"title":["Toward DNN of LUTs: Learning Efficient Image Restoration With Multiple Look-Up Tables"],"prefix":"10.1109","volume":"46","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4215-6754","authenticated-orcid":false,"given":"Jiacheng","family":"Li","sequence":"first","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8281-9244","authenticated-orcid":false,"given":"Chang","family":"Chen","sequence":"additional","affiliation":[{"name":"Noah's Ark Lab, Huawei Technologies, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7655-9930","authenticated-orcid":false,"given":"Zhen","family":"Cheng","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9787-7460","authenticated-orcid":false,"given":"Zhiwei","family":"Xiong","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.1992.223272"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2045707"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1155\/ASP\/2006\/90358"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/36.917895"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxm075"},{"key":"ref6","article-title":"Deep learning super sampling (DLSS) technology","year":"2020"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00905"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-018-01144-2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10593-2_13"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.182"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_25"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.151"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2662206"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2839891"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1809.00219"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2921548"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.58"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00075"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_16"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58595-2_34"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19797-0_14"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1981.1163711"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1023\/A:1026501619075"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2013.2264654"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.241"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-16817-3_8"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459271"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2050625"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-27413-8_47"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299003"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2789323"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2360459"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00262"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01234-2_18"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00175"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00568"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2017171"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2005.857260"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2980179.2982399"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2905991"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.1996.559512"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/34.56205"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-007-0052-1"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2596743"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459452"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383092"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-008-0197-6"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.901238"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.366"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00302"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.2968521"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00210"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2003.815175"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2013.01.006"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.891788"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.904969"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.73"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_38"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58598-3_18"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.207"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00082"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2021.3066906"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00280"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58574-7_6"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58598-3_36"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01539"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00260"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3026740"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00247"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00908"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19790-1_19"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2008.2002826"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1145\/1360612.1360667"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.590"},{"key":"ref76","article-title":"High-performance hardware for machine learning","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst. Tutorial","author":"Dally"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC.2014.6757323"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2761740"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.150"},{"key":"ref80","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kingma"},{"key":"ref81","article-title":"SGDR: Stochastic gradient descent with warm restarts","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Loshchilov"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1117\/12.208656"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2004.1315043"},{"key":"ref84","first-page":"8024","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Paszke"},{"key":"ref85","first-page":"1","article-title":"LAcc: Exploiting lookup table-based fast and accurate vector multiplication in dram-based CNN accelerator","volume-title":"Proc. 56th ACM\/IEEE Des. Automat. Conf.","author":"Deng"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3066909"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299156"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-4020-z"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1117\/12.766768"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1117\/1.3600632"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1145\/3447582"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1145\/3473330"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/10746266\/10530442.pdf?arnumber=10530442","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T00:17:49Z","timestamp":1732666669000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10530442\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":94,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2024.3401048","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":[[2024,12]]}}}