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Mitch Hill
Mitch Hill
InnoPeak Technology
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Title
Cited by
Cited by
Year
Learning non-convergent non-persistent short-run mcmc toward energy-based model
E Nijkamp, M Hill, SC Zhu, YN Wu
Advances in Neural Information Processing Systems 32, 2019
2302019
On the anatomy of mcmc-based maximum likelihood learning of energy-based models
E Nijkamp, M Hill, T Han, SC Zhu, YN Wu
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5272-5280, 2020
1542020
Divergence triangle for joint training of generator model, energy-based model, and inferential model
T Han, E Nijkamp, X Fang, M Hill, SC Zhu, YN Wu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
682019
Stochastic security: Adversarial defense using long-run dynamics of energy-based models
M Hill, J Mitchell, SC Zhu
arXiv preprint arXiv:2005.13525, 2020
472020
Building a telescope to look into high-dimensional image spaces
M Hill, E Nijkamp, SC Zhu
Quarterly of Applied Mathematics 77 (2), 269-321, 2019
142019
Learning probabilistic models from generator latent spaces with hat ebm
M Hill, E Nijkamp, J Mitchell, B Pang, SC Zhu
Advances in Neural Information Processing Systems 35, 928-940, 2022
82022
Self-joint supervised learning
N Kardan, M Shah, M Hill
International Conference on Learning Representations, 2021
42021
Divergence triangle for joint training of generator model, energy-based model, and inference model
T Han, E Nijkamp, X Fang, M Hill, SC Zhu, YN Wu
arXiv preprint arXiv:1812.10907, 2018
42018
OmniMotionGPT: Animal Motion Generation with Limited Data
Z Yang, M Zhou, M Shan, B Wen, Z Xuan, M Hill, J Bai, GJ Qi, Y Wang
arXiv preprint arXiv:2311.18303, 2023
12023
Tackling Unconditional Generation for Highly Multimodal Distributions with Hat Diffusion EBM
M Hill, Z Xuan, Y Han, GJ Qi
2023
Excessive growth hormone promotes joint degeneration and chondrocyte metabolic dysfunction in mice.
S Zhu, H Liu, T Davis, CRG Willis, R Basu, L Witzigreuter, S Bell, ...
Arthritis & Rheumatology (Hoboken, NJ), 2023
2023
EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling
M Hill, J Mitchell, C Chen, Y Du, M Shah, SC Zhu
arXiv preprint arXiv:2205.12243, 2022
2022
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