jefflai108 / Contrastive-Predictive-Coding-PyTorch
Contrastive Predictive Coding for Automatic Speaker Verification
☆493Updated 5 years ago
Alternatives and similar repositories for Contrastive-Predictive-Coding-PyTorch:
Users that are interested in Contrastive-Predictive-Coding-PyTorch are comparing it to the libraries listed below
- Keras implementation of Representation Learning with Contrastive Predictive Coding☆536Updated 5 years ago
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆329Updated 11 months ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆808Updated 5 years ago
- PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)☆84Updated 3 years ago
- Learning deep representations by mutual information estimation and maximization☆325Updated 6 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆583Updated 2 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,322Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,974Updated last year
- A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"☆555Updated 4 years ago
- A minimal pytorch package implementing a gradient reversal layer.☆158Updated 5 months ago
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆336Updated 4 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆282Updated 2 years ago
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆345Updated 6 years ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆786Updated 11 months ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆204Updated 6 years ago
- Mutual Information Neural Estimation in Pytorch☆319Updated 6 months ago
- Pytorch implementation for t-SNE with cuda to accelerate☆332Updated 2 years ago
- Approximating Wasserstein distances with PyTorch☆458Updated 2 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 4 years ago
- The Noise Contrastive Estimation for softmax output written in Pytorch☆318Updated 5 years ago
- Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"☆337Updated 3 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆751Updated 4 years ago
- An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.☆305Updated last year
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆359Updated 3 years ago
- Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2…☆441Updated 2 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆491Updated 2 years ago
- A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'☆830Updated 2 years ago
- Implementations of various VAE-based semi-supervised and generative models in PyTorch☆705Updated 5 years ago
- Disentanglement library for PyTorch☆276Updated 2 years ago
- Minimalist implementation of VQ-VAE in Pytorch☆538Updated 3 years ago