SafaMessaoud
Scientist@QCRI. UIUC Ph.D. Reinforcement Learning, Energy-Based Models, Computer Vision
University of Illinois at Urbana ChampaignUrbana-Champaign
Pinned Repositories
DeepEEG
ebm-anatomy
PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"
EEGLearn
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
energy_based_generative_models
PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models
GSPEN
ncsn
Noise Conditional Score Networks
py_ai_clinician
RL for ICU sepsis treatment strategies
S2AC-Energy-Based-RL-with-Stein-Soft-Actor-Critic
MET-P-SVGD
vsumm-reinforce
SafaMessaoud's Repositories
SafaMessaoud/S2AC-Energy-Based-RL-with-Stein-Soft-Actor-Critic
SafaMessaoud/DeepEEG
SafaMessaoud/ebm-anatomy
PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"
SafaMessaoud/EEGLearn
A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
SafaMessaoud/energy_based_generative_models
PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models
SafaMessaoud/GSPEN
SafaMessaoud/ncsn
Noise Conditional Score Networks
SafaMessaoud/py_ai_clinician
RL for ICU sepsis treatment strategies