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han hu microsoft research asia han hu 胡瀚 principal researcher research manager microsoft research asia ancientmooner at gmail dot com google scholar github zhihu short bio han hu is a principal researcher and research manager at microsoft research asia msra his current main interest is large ai models and artificial generic intelligence he received his ph d and b s degrees from tsinghua university from 2014 and 2008 respectively under the supervision of prof jie zhou with his doctoral thesis winning the china association of artificial intelligence caai s doctoral dissertation award he was a visiting student in university of pennsylvania under supervision of prof jianbo shi from october 2012 to april 2013 before he joined msra in dec 2016 he worked at institute of deep learning idl baidu research his paper swin transofmrer won the iccv2021 best paper award marr prize and has been widely used in academia and industry besides he has 6 papers ranking top 15 on the corresponding conferences cvpr iccv according to the paperdigest most influential papers he is a recipient of 2022 mit tr35 china 35 innovators under 35 due to the contribution to making machines see the visual world in the same way they understand language see also a chinese blog news 2023 10 fp8 lm save up to 40 memory consumption compared to nvidia s transformer engine te framework 2023 9 xwin lm ranking as top 1 on the alpaca eval benchmark 2023 6 valse 2023 apr annual progress review on visual self suprevised learning pdf in chinese 2023 4 awarded a 2022 mit tr35 china recipient 35 innovators under 35 due to the contribution to making machines see the visual world in the same way they understand language see also a chinese blog 2022 12 will serve as an area chair of iccv 2023 2022 8 22 valse 2022 apr annual progress review on vision transformers also including transformer decoders and masked image modeling based pre training pdf in chinese co organized the valse vision transformer workshop 2022 4 23 co organized 2022 china cvpr pre conference as the program chair a total of 15 000 online viewers watched the live with a cumulative viewing time of more than 9 100 hours calendar in chinese recorded videos in chinese 2022 3 swin transformer v2 simmim and video swin transformer got accepted by cvpr 2022 2021 10 swin transformer won iccv2021 marr prize best paper award computer vision news published a nice review in their best of iccv selection 2021 10 a talk at valse2021 hangzhou about self supervised learning in computer vision past present trends 2021 09 three spotlight papers accepted by neurips2021 2021 08 harry shum interview in chinese 2021 07 three papers with one oral accepted by iccv2021 2021 6 20 co organize the 3rd tutorial on learning representations via graph structured networks in cvpr2021 talk title swin transformer and five reasons to use transformer attention in computer vision recorded video longer version in chinese 中文 2021 6 2 a talk at 2021 baai self supervised learning in computer vision past present trends 2021 5 code available for self supervised learning with swin transformer will serve as an area chair of cvpr2022 2021 4 slides used in recent talks toward universal models with nlp in computer vision 2021 4 code and pretrained models for swin transformer object detection semantic segmentation is released 2021 03 swin transformer achieves new sota on coco detection 58 7 box ap and 51 1 mask ap and ade20k semantic segmentation 53 5 miou 2021 03 two papers with one oral accepted by cvpr2021 code available for pixpro 2020 11 chaired the session of self supervised learning and transfer learning in vision on china pre conference of neurips2020 and made a talk titled recent progress on self supervised visual representaion learning 2020 09 three papers with one spotlight accepted by neurips2020 2020 07 four papers accepted by eccv2020 2020 06 14 co organize the 2nd tutorial on learning representations via graph structured networks on cvpr2020 talk title self attention modeling for visual recognition recorded video 2020 01 invited as an area chair of cvpr2021 2019 07 a talk at a valse webinar named towards universal learning machine self attention for visual modeling gcnet received the best paper award at iccv 2019 neural architects workshop code available for reppoints three papers accepted by iccv 2019 gcnet is merged into mmdetection selected publication interns equal contribution full list google scholar swin transformer v2 scaling up capacity and resolution ze liu han hu yutong lin zhuliang yao zhenda xie yixuan wei jia ning yue cao zheng zhang li dong furu wei baining guo cvpr 2022 pdf code github simmim a simple framework for masked image modeling zhenda xie zheng zhang yue cao yutong lin jianmin bao zhuliang yao qi dai han hu cvpr 2022 pdf code github swin transformer hierarchical vision transformer using shifted windows ze liu yutong lin yue cao han hu yixuan wei zheng zhang stephen lin baining guo iccv 2021 correspondence arxiv code github marr prize best paper award propagate yourself exploring pixel level consistency for unsupervised visual representation learning zhenda xie yutong lin zheng zhang yue cao stephen lin han hu cvpr 2021 arxiv code github gcnet non local networks meet squeeze excitation networks and beyond yue cao jiarui xu stephen lin fangyun wei and han hu in iccv workshop on neural architects 2019 arxiv code mmdet best paper award local relation networks for image recognition han hu zheng zhang zhenda xie and stephen lin in iccv 2019 arxiv reppoints point set representation for object detection ze yang shaohui liu han hu liwei wang and stephen lin in iccv 2019 arxiv code deformable convnets v2 more deformable better results xizhou zhu han hu stephen lin and jifeng dai in cvpr 2019 arxiv relation networks for object detection han hu jiayuan gu zheng zhang jifeng dai and yichen wei in cvpr 2018 arxiv ppt code oral deformable convolutional networks jifeng dai haozhi qi yuwen xiong yi li guodong zhang han hu and yichen wei in iccv 2017 arxiv oral wordsup exploiting word annotations for character based text detection han hu chengquan zhang yuxuan luo yuzhuo wang junyu han and errui ding in iccv 2017 arxiv