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kelvin c k chan kelvin c k chan staff research scientist google deepmind email kelvinckchan at google com biography kelvin is a staff research scientist at google deepmind specializing in multimodal models with a focus on image generation and editing he is a core contributor to google s gemini 3 pro image nano banana pro gemini 2 5 flash image nano banana imagen and gemini 2 0 flash native image generation he earned his b sc and b eng degrees from the chinese university of hong kong and his m phil degree in mathematics from the same university he then went on to receive his ph d in computer science from nanyang technological university in singapore where he was supervised by prof chen change loy at mmlab ntu he was awarded the ntu scse outstanding phd thesis award in 2023 for his research on low level vision he is a recipient of the google phd fellowship in 2021 news 02 2026 gemini 3 1 flash image nano banana 2 is released 11 2025 gemini 3 pro image nano banana pro is released 10 2025 i will serve as an area chair for icml 2026 08 2025 gemini 2 5 flash image nano banana is released 08 2025 i will serve as an area chair for cvpr 2026 08 2025 i will serve as an area chair for iclr 2026 07 2025 the technical report of gemini 2 5 is released to arxiv 03 2025 i will serve as an area chair for neurips 2025 12 2024 i will serve as an area chair for icml 2025 08 2024 the technical report of imagen 3 is released to arxiv 08 2024 i will serve as an area chair for iclr 2025 08 2024 reversion is accepted to siggraph asia 2024 06 2024 stablesr is accepted to ijcv 06 2024 invited talk in the ais workshop at cvpr 2024 05 2024 i am moving from google research to google deepmind 05 2024 i will serve as an area chair for neurips 2024 03 2024 2 papers instruct imagen and sag are accepted to cvpr 2024 09 2023 i will serve as an area chair for iclr 2024 07 2023 i received the ntu scse outstanding phd thesis award 01 2023 i joined google as a research scientist publications technical report gemini 2 5 pushing the frontier with advanced reasoning multimodality long context and next generation agentic capabilities gemini team arxiv preprint arxiv 2507 06261 pdf web bibtex article gemini2025gemini author gemini team title gemini 2 5 pushing the frontier with advanced reasoning multimodality long context and next generation agentic capabilities article arxiv preprint arxiv 2507 06261 year 2025 imagen 3 jason baldridge jakob bauer mukul bhutani nicole brichtova andrew bunner kelvin c k chan yichang chen sander dieleman yuqing du et al arxiv preprint arxiv 2408 07009 pdf web bibtex article baldridge2024imagen author baldridge jason and bauer jakob and bhutani mukul and brichtova nicole and bunner andrew and chan kelvin c k and chen yichang and dieleman sander and du yuqing et al title imagen 3 article arxiv preprint arxiv 2408 07009 year 2024 conferences reversion diffusion based relation inversion from images ziqi huang tianxing wu yuming jiang kelvin c k chan ziwei liu siggraph asia 2024 pdf code project page video bibtex inproceedings huang2024reversion author huang ziqi and wu tianxiang and jiang yuming and chan kelvin c k and liu ziwei title reversion diffusion based relation inversion from images booktitle siggraph asia year 2024 instruct imagen image generation with multi modal instruction hexiang hu kelvin c k chan yu chuan su wenhu chen yandong li kihyuk sohn yang zhao xue ben boqing gong william cohen ming wei chang xuhui jia cvpr 2024 oral pdf project page bibtex inproceedings hu2024instruct author hu hexiang and chan kelvin c k and su yu chuan and chen wenhu and li yandong and sohn kihyuk and zhao yang and ben xue and gong boqing and cohen william and chang ming wei and jia xuhui title instruct imagen image generation with multi modal instruction booktitle proceedings of the ieee conference on computer vision and pattern recognition year 2024 improving subject driven image synthesis with subject agnostic guidance kelvin c k chan yang zhao xuhui jia ming hsuan yang huisheng wang cvpr 2024 pdf bibtex inproceedings chan2024subject author chan kelvin c k and yang zhao and jia xuhui and yang ming hsuan and wang huisheng title improving subject driven image synthesis with subject agnostic guidance booktitle proceedings of the ieee conference on computer vision and pattern recognition year 2024 dual associated encoder for face restoration yu ju tsai yu lun liu lu qi kelvin c k chan ming hsuan yang iclr 2024 pdf project page code bibtex inproceedings zhou2023propainter title dual associated encoder for face restoration author tsai yu ju tsai and liu yu lun and qi lu and chan kelvin c k and yang ming hsuan booktitle international conference on learning representations year 2024 propainter improving propagation and transformer for video inpainting shangchen zhou chongyi li kelvin c k chan chen change loy iccv 2023 pdf project page code bibtex inproceedings zhou2023propainter title propainter improving propagation and transformer for video inpainting author zhou shangchen and li chongyi and chan kelvin c k and loy chen change booktitle proceedings of ieee international conference on computer vision year 2023 collaborative diffusion for multi modal face generation and editing ziqi huang kelvin c k chan yuming jiang ziwei liu cvpr 2023 pdf project page code video bibtex inproceedings huang2023collaborative title collaborative diffusion for multi modal face generation and editing author huang ziqi and chan kelvin c k and jiang yuming and liu ziwei booktitle proceedings of the ieee conference on computer vision and pattern recognition year 2023 exploring clip for assessing the look and feel of images jianyi wang kelvin c k chan chen change loy aaai 2023 pdf code bibtex inproceedings wang2023exploring title exploring clip for assessing the look and feel of images author wang jianyi and chan kelvin c k and loy chen change booktitle aaai conference on artificial intelligence year 2023 towards robust blind face restoration with codebook lookup transformer shangzhou zhou kelvin c k chan chongyi li chen change loy neurips 2022 pdf project page code video bibtex inproceedings zhou2022codeformer title towards robust blind face restoration with codebook lookup transformer author zhou shangchen and chan kelvin c k and li chongyi and loy chen change booktitle neural information processing systems year 2022 realbasicvsr investigating tradeoffs in real world video super resolution kelvin c k chan shangchen zhou xiangyu xu chen change loy cvpr 2022 pdf code bibtex inproceedings chan2022investigating author chan kelvin c k and zhou shangchen and xu xiangyu and loy chen change title investigating tradeoffs in real world video super resolution booktitle proceedings of the ieee conference on computer vision and pattern recognition year 2022 basicvsr improving video super resolution with enhanced propagation and alignment kelvin c k chan shangchen zhou xiangyu xu chen change loy cvpr 2022 champions ntire 2021 challenges on video restoration and enhancement pdf project page code bibtex inproceedings chan2022basicvsrplusplus author chan kelvin c k and zhou shangchen and xu xiangyu and loy chen change title basicvsr improving video super resolution with enhanced propagation and alignment booktitle proceedings of the ieee conference on computer vision and pattern recognition year 2022 basicvsr the search for essential components in video super resolution and beyond kelvin c k chan xintao wang ke yu chao dong chen change loy cvpr 2021 pdf project page code bibtex inproceedings chan2021basicvsr title basicvsr the search for essential components in video super resolution and beyond author chan kelvin c k and wang xintao and yu ke and dong chao and loy chen change booktitle proceedings of the ieee conference on computer vision and pattern recognition year 2021 glean generative latent bank for large factor image super resolution kelvin c k chan xintao wang xiangyu xu jinwei gu chen change loy cvpr 2021 oral pdf project page code bibtex inproceedings chan2021glean title glean generative latent bank for large factor image super resolution author chan kelvin c k and wang xintao and xu xiangyu and gu jinwei and loy chen change booktitle proceedings of the ieee conference on computer vision and pattern recognition year 2021 robust reference based super resolution via c² matching yuming jiang kelvin c k chan xintao wang chen change loy ziwei liu cvpr 2021 pdf project page code dataset bibtex inproceedings jiang2021robust title robust reference based super resolution via c2 matching author jiang yuming and chan kelvin c k and wang xintao and loy chen change and liu ziwei booktitle proceedings of the ieee conference on computer vision and pattern recognition year 2021 understanding deformable alignment in video super resolution kelvin c k chan xintao wang ke yu chao dong chen change loy aaai 2021 pdf project page code bibtex inproceedings chan2020understanding title understanding deformable alignment in video super resolution author chan kelvin c k and wang xintao and yu ke and dong chao and loy chen change booktitle aaai conference on artificial intelligence year 2020 edvr video restoration with enhanced deformable convolutional networks xintao wang kelvin c k chan ke yu chao dong chen change loy cvprw 2019 champions ntire 2019 challenges on video restoration and enhancement pdf project page code bibtex inproceedings wang2019edvr title edvr video restoration with enhanced deformable convolutional networks author wang xintao and chan kelvin c k and yu ke and dong chao and change loy chen booktitle proceedings of the ieee conference on computer vision and pattern recognition workshops year 2019 journals exploiting diffusion prior for real world image super resolution jianyi wang zongsheng yue shangchen zhou kelvin c k chan chen change loy ijcv 2024 pdf project page code bibtex article wang2024exploiting author wang jianyi and yue zongsheng and zhou shangchen and chan kelvin c k and loy chen change title exploiting diffusion prior for real world image super resolution article international journal of computer vision year 2024 temporally consistent video colorization with deep feature propagation and self regularization learning yihao liu hengyuan zhao kelvin c k chan xintao wang chen change loy yu qiao chao dong computational visual media 2024 pdf video bibtex article liu2024temporally title temporally consistent video colorization with deep feature propagation and self regularization learning author liu yihao and zhao hengyuan and chan kelvin c k and wang xintao and loy chen change and qiao yu and dong chao journal computational visual media year 2024 reference based image and video super resolution via c2 matching yuming jiang kelvin c k chan xintao wang chen change loy ziwei liu tpami 2023 pdf bibtex article jiang2023reference title reference based image and video super resolution via c2 matching author jiang yuming and chan kelvin c k and wang xintao and loy chen change and liu ziwei journal ieee transactions on pattern analysis and machine intelligence year 2023 glean generative latent bank for large factor image super resolution and beyond kelvin c k chan xiangyu xu xintao wang jinwei gu chen change loy tpami 2022 pdf code bibtex article chan2022glean title glean generative latent bank for large factor image super resolution and beyond author chan kelvin c k and xu xiangyu and wang xintao and gu jinwei and loy chen change journal ieee transactions on pattern analysis and machine intelligence year 2022 preprints identity encoder for personalized diffusion yu chuan su kelvin c k chan yandong li yang zhao han zhang boqing gong huisheng wang xuhui jia arxiv preprint arxiv 2304 07429 pdf bibtex article su2023identity author su yu chuan and chan kelvin c k and li yandong and zhao yang and zhang han and gong boqing and wang huisheng and jia xuhui title identity encoder for personalized diffusion article arxiv preprint arxiv 2304 07429 year 2023 taming encoder for zero fine tuning image customization with text to image diffusion models xuhui jia yang zhao kelvin c k chan yandong li han zhang boqing gong tingbo hou huisheng wang yu chuan su arxiv preprint arxiv 2304 02642 pdf bibtex article jia2023taming author jia xuhui and zhao yang and chan kelvin c k and li yandong and zhang han and gong boqing and hou tingbo and wang huisheng and su yu chuan title taming encoder for zero fine tuning image customization with text to image diffusion article arxiv preprint arxiv 2304 02642 year 2023 on the generalization of basicvsr to video deblurring and denoising kelvin c k chan shangchen zhou xiangyu xu chen change loy arxiv preprint arxiv 2204 05308 pdf code bibtex article chan2022generalization author chan kelvin c k and zhou shangchen and xu xiangyu and loy chen change title on the generalization of basicvsr to video deblurring and denoising article arxiv preprint arxiv 2110 04562 year 2022 selected awards ntu scse outstanding phd thesis award 2023 google phd fellowship 2021 iccv outstanding reviewer 2021 3 champions ntire 2021 challenges on video restoration and enhancement 2021 4 champions ntire 2019 challenges on video restoration and enhancement 2019 academic services conference area chair cvpr 2026 iclr 2026 2025 2024 neurips 2025 2024 icml 2026 2025 conference reviewer cvpr 2024 2023 2022 2021 siggraph 2025 2024 iccv 2025 2023 2021 outstanding reviewer neurips 2023 eccv 2022 aaai 2025 2023 2021 wacv 2023 journal reviewer ieee transactions on pattern analysis and machine intelligence tpami ieee transactions on image processing tip ieee transactions on multimedia tmm ieee transactions on circuits and systems for video technology tcsvt international journal of computer vision ijcv acm transactions on multimedia computing communications and applications tomm iet computer vision copyright 2024 kelvin c k chan