connorlee77 / pytorch-mutual-informationLinks
Mutual Information in Pytorch
☆114Updated 2 years ago
Alternatives and similar repositories for pytorch-mutual-information
Users that are interested in pytorch-mutual-information are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆83Updated 4 years ago
- A pytorch implementation of MCDO(Monte-Carlo Dropout methods)☆57Updated 6 years ago
- Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"☆68Updated 4 years ago
- Information Bottlenecks for Attribution☆83Updated 3 years ago
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆105Updated 6 years ago
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆34Updated last year
- Mutual Information Neural Estimation in Pytorch☆344Updated last year
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆352Updated 6 years ago
- A pytorch implementation of interpretable convolutional neural network.☆70Updated 4 years ago
- 1D Wasserstein Statistical Loss in Pytorch☆28Updated 5 years ago
- Fred's PhD Thesis Project: VQ VAE 2 Image Compression☆31Updated 5 years ago
- Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)☆43Updated last year
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆311Updated 5 years ago
- ☆38Updated 5 years ago
- This is an implementation of the VAE (Variational Autoencoder) for Cifar10☆73Updated 3 years ago
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆31Updated 3 years ago
- Implementation of Multi-View Information Bottleneck☆134Updated 5 years ago
- Code for Neural Manifold Clustering and Embedding☆61Updated 3 years ago
- Distributional Sliced-Wasserstein distance code☆50Updated last year
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆74Updated 5 years ago
- NeurIPS 2021 | Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information☆34Updated 3 years ago
- A Tensorflow implementation Mutual Information estimation methods☆48Updated 2 years ago
- Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision☆217Updated 4 years ago
- Multimodal Mixture-of-Experts VAE☆219Updated 2 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆205Updated 7 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆133Updated 2 years ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆60Updated 5 years ago
- Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.☆76Updated 4 years ago
- Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE☆93Updated 4 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆77Updated 5 years ago