|   | Ming-Yu Liu is a Vice President of Research at NVIDIA and a Fellow of IEEE.
                            He leads the Deep Imagination Research
                                group at NVIDIA, which currently focuses on Generative AI for Physical AI.
                            His research team has helped create several new product categories for NVIDIA, including
                            NVIDIA
                                Cosmos, a developer-first world foundation model platform for Physical AI,
                            NVIDIA
                                Edify, a family of Generative AI models that powers Getty Images and
                            Shutterstock's GenAI services,
                            NVIDIA
                                Canvas [GauGAN], a real-time painting tool that uses GANs to turn simple
                            brushstrokes into photorealistic images, and
                            NVIDIA Maxine
                                [LivePortrait], an AI-first cloud-native video streaming platform.
                            His research group constantly publishes scientific papers in top-tier AI conferences
                            regularly, including NeurIPS, ICLR, ICML, CVPR, ICCV, ECCV, and SIGGRAPH. Several of their
                            papers received prestigious awards.         |