point0bar1 / ebm-anatomyLinks
PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"
☆38Updated 11 months ago
Alternatives and similar repositories for ebm-anatomy
Users that are interested in ebm-anatomy are comparing it to the libraries listed below
Sorting:
- ☆63Updated last year
- ☆54Updated 11 months ago
- The official code for Efficient Learning of Generative Models via Finite-Difference Score Matching☆12Updated 2 years ago
- Official Release of "Learning the Stein Discrepancy for Training and Evaluating Energy-Based Models without Sampling"☆49Updated 4 years ago
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆63Updated 3 years ago
- Experiments for Meta-Learning Symmetries by Reparameterization☆56Updated 4 years ago
- Implicit Generation and Generalization in Energy Based Models in PyTorch☆65Updated 6 years ago
- code submission to NeurIPS2019☆13Updated last year
- ☆30Updated 4 years ago
- Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020☆36Updated 2 years ago
- Noise Contrastive Estimation (NCE) in PyTorch☆32Updated 3 months ago
- PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)☆53Updated 2 years ago
- Monotone operator equilibrium networks☆52Updated 5 years ago
- ☆68Updated 2 years ago
- PyTorch implementation of Continuously Indexed Flows paper, with many baseline normalising flows☆31Updated 3 years ago
- Euclidean Wasserstein-2 optimal transportation☆47Updated last year
- Discrete Normalizing Flows implemented in PyTorch☆114Updated 3 years ago
- Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J☆69Updated last year
- Code required to reproduce the experiments in Auxiliary Variational MCMC☆17Updated 6 years ago
- ☆51Updated 4 years ago
- Code for Understanding and Mitigating Exploding Inverses in Invertible Neural Networks (AISTATS 2021) http://arxiv.org/abs/2006.09347☆30Updated 4 years ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆52Updated 11 months ago
- ☆24Updated 4 years ago
- ☆42Updated 6 years ago
- Riemannian Convex Potential Maps☆67Updated 2 years ago
- ☆38Updated 4 years ago
- code for Stein Neural Sampler☆22Updated 6 years ago
- Featurized Density Ratio Estimation☆20Updated 3 years ago
- [ICLR 2022] Path integral sampler☆46Updated last year
- ☆24Updated 3 years ago