nzw0301 / pb-contrastive
#UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning
☆12Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for pb-contrastive
- ☆17Updated 2 years ago
- Code to accompany paper 'Bayesian Deep Ensembles via the Neural Tangent Kernel'☆27Updated 3 years ago
- Python implementation of smooth optimal transport.☆56Updated 3 years ago
- Monotone operator equilibrium networks☆51Updated 4 years ago
- Spatio-temporal alignements: Optimal transport in space and time☆42Updated 3 years ago
- ☆53Updated 3 months ago
- ☆17Updated 5 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆54Updated 5 years ago
- ☆31Updated 4 years ago
- Tensorflow implementation and notebooks for Implicit Maximum Likelihood Estimation☆68Updated 2 years ago
- ☆29Updated 3 years ago
- Supporting code for the paper "Dangers of Bayesian Model Averaging under Covariate Shift"☆33Updated 2 years ago
- Code for "Exponential Family Estimation via Adversarial Dynamics Embedding" (NeurIPS 2019)☆13Updated 4 years ago
- Repo reproducing experimental results in "Addressing the Topological Defects of Disentanglement"☆23Updated 2 years ago
- Nonparametric Score Estimators, ICML 2020☆36Updated 3 years ago
- Natural Gradient, Variational Inference☆29Updated 4 years ago
- ☆36Updated 4 years ago
- Code to minimize the Variational Contrastive Divergence (VCD)☆28Updated 5 years ago
- Pytorch implementation for "Particle Flow Bayes' Rule"☆13Updated 5 years ago
- Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation☆69Updated 3 years ago
- ☆13Updated last year
- Neural Fixed-Point Acceleration for Convex Optimization☆29Updated 2 years ago
- Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge☆60Updated last year
- Euclidean Wasserstein-2 optimal transportation☆44Updated last year
- ☆36Updated 2 years ago
- Limitations of the Empirical Fisher Approximation☆45Updated 4 years ago
- Echo Noise Channel for Exact Mutual Information Calculation☆17Updated 4 years ago
- [ICML 2020] Differentiating through the Fréchet Mean (https://arxiv.org/abs/2003.00335).☆53Updated 3 years ago
- Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)☆48Updated 4 years ago