Hill, Mitch

6 publications

CVPR 2024 OmniMotionGPT: Animal Motion Generation with Limited Data Zhangsihao Yang, Mingyuan Zhou, Mengyi Shan, Bingbing Wen, Ziwei Xuan, Mitch Hill, Junjie Bai, Guo-Jun Qi, Yalin Wang

NeurIPS 2022 Learning Probabilistic Models from Generator Latent Spaces with Hat EBM Mitch Hill, Erik Nijkamp, Jonathan Mitchell, Bo Pang, Song-Chun Zhu

ICLR 2022 Self-Joint Supervised Learning Navid Kardan, Mubarak Shah, Mitch Hill

ICLR 2021 Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models Mitch Hill, Jonathan Craig Mitchell, Song-Chun Zhu

AAAI 2020 On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models Erik Nijkamp, Mitch Hill, Tian Han, Song-Chun Zhu, Ying Nian Wu

NeurIPS 2019 Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model Erik Nijkamp, Mitch Hill, Song-Chun Zhu, Ying Nian Wu