Mitch Hill
7 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
ICLR (2)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
generative model
(4)
energy-based model
(4)
markov chain monte carlo
(3)
maximum likelihood learning
(2)
probabilistic modeling
(1)
variational inference
(1)
image synthesis
(1)
maximum likelihood
(1)
mcmc sampling
(1)
contrastive divergence
(1)
motion generation
(1)
latent variable
(1)
convolutional network
(1)
clip embedding
(1)
variational learning
(1)
steady-state distribution
(1)
joint training
(1)
text-to-motion generation
(1)
motion autoencoder
(1)
generative pretraining transformer
(1)
Papers
OmniMotionGPT: Animal Motion Generation with Limited Data
CVPR 2024
Self-Joint Supervised Learning
ICLR 2022
Learning Probabilistic Models from Generator Latent Spaces with Hat EBM
NIPS 2022
Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models
ICLR 2021
On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models
AAAI 2020
Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model
CVPR 2019
Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model
NIPS 2019