I am a Distinguished Research Scientist and a Manager with NVIDIA Research. My research group focuses on deep generative models and their applications. We have created several high-impact research works in the space of visual content synthesis, including pix2pixHD, vid2vid, MoCoGAN, face-vid2vid, SPADE, GANcraft. Several of them have enabled exciting new applications, including NVIDIA Canvas and NVIDIA Maxine. I served as an area chair for various prestiguous AI conferences such as NeurIPS, ICML, ICLR, CVPR, ICCV, and ECCV. I have also won several major awards in my field. My research goal is to enable machine human-like imagination capability. I am looking for self-motivated researchers to join my team. Please contact me if you are also passionate about generative models and their applications.

Prior to NIVIDA, I was a Principal Research Scientist with Mitsubishi Electric Research Laboratories (MERL). I received my 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