point0bar1

project_anatomy

CoopNets

Cooperative Learning of Energy-Based Model and Latent Variable Model via MCMC Teaching

ebm-anatomy

PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"

ebm-defense

PyTorch implementation of BPDA+EOT attack to evaluate adversarial defense with an EBM

ebm-life-cycle

Code for reproducing the experiments in our work "EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling".

hat-ebm

Code and pretrained models for "Learning Probabilistic Models from Generator Latent Spaces with Hat EBM"

point0bar1.github.io

tf2-model-clones

TF2 Clones of Pretrained Pytorch Models

point0bar1/ebm-anatomy

PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"

point0bar1/ebm-defense

PyTorch implementation of BPDA+EOT attack to evaluate adversarial defense with an EBM

point0bar1/hat-ebm

Code and pretrained models for "Learning Probabilistic Models from Generator Latent Spaces with Hat EBM"

point0bar1/ebm-life-cycle

Code for reproducing the experiments in our work "EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling".

point0bar1/CoopNets

Cooperative Learning of Energy-Based Model and Latent Variable Model via MCMC Teaching

point0bar1/point0bar1.github.io

point0bar1/tf2-model-clones

TF2 Clones of Pretrained Pytorch Models