Ming-Yu Liu is a distinguished research scientist and a director of research at NVIDIA. His research focuses on deep generative models and their applications, and his ambition is to enable machine super-human imagination capability so that machines can better assist people in creating content and expressing themselves. Liu likes to put his research into people’s daily lives --- and NVIDIA Canvas/GauGAN and NVIDIA Maxine are two products enabled by his research. He also strives to make the research community better and frequently serves as an area chair for various top-tier AI conferences, including NeurIPS, ICML, ICLR, CVPR, ICCV, and ECCV, as well as organize tutorials and workshops in these conferences. Empowered by many, Liu has won several major awards in his field, including winning a SIGGRAPH Best in Show award two times.

Prior to NIVIDA, he was a Principal Research Scientist with Mitsubishi Electric Research Laboratories (MERL). He received his Ph.D. degree from the University of Maryland, College Park, MD, USA, in 2012, advised by Prof. Rama Chellappa.


Awards


Research community service

  • Conference Program Chair: WACV (2020)

  • Conference Area Chair: NeurIPS (2020, 2021), ICML (2021), ICLR (2021, 2022), CVPR (2020, 2022), ICCV (2019), ECCV (2020), BMVC (2019), WACV (2019)

  • Conference Reviewer: CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR

  • Journal Reviewer: TPAMI, IJCV, TIP, TMM, CVIU

  • Journal guess editor: IJCV (Special Issue on GANs)


Co-hosted Tutorials

  • [Site] ICCV 2019 Tutorial on Accelerating Computer Vision with Mixed Precision

  • [Site] ICIP 2019 Tutorial: Image-to-Image Translation

  • [Site] CVPR 2019 Tutorial: Deep Learning for Content Creation

  • [Site] CVPR 2017 Tutorial: Theory and Applications of Generative Adversarial Networks

  • [Site] ACCV 2016 Tutorial: Deep Learning for Vision Guided Language Generation and Image Generation


Co-hosted Workshops

  • [Site] CVPR 2021 Workshop: Content Creation

  • [Site] CVPR 2020 Workshop: Content Creation

  • [Site] ICCV 2019 Workshop: Image and Video Synthesis: How, Why and "What if"?

  • [Site] ICCV 2019 Workshop: Advances in Image Manipulation workshop and challenges on image and video manipulation

  • [Site] CVPR 2019 Workshop: 4th New Trends in Image Restoration and Enhancement workshop and challenges

  • [Site]CVPR 2019 Workshop: AI City Challenge

  • [Site] CVPR 2018 Workshop: AI City Challenge