Spijkervet / contrastive-predictive-codingLinks
PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)
☆85Updated 3 years ago
Alternatives and similar repositories for contrastive-predictive-coding
Users that are interested in contrastive-predictive-coding are comparing it to the libraries listed below
Sorting:
- Contrastive Predictive Coding for Automatic Speaker Verification☆493Updated 5 years ago
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆335Updated last year
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆79Updated 3 years ago
- Mutual Information in Pytorch☆112Updated last year
- Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.037…☆10Updated 3 years ago
- Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆131Updated 2 years ago
- MADE:Masked-Autoencoder-for-Distribution-Estimation-using-PyTorch☆15Updated 4 years ago
- Official repository for "Orthogonal Projection Loss" (ICCV'21)☆122Updated 3 years ago
- ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification☆73Updated last year
- Deep Learning Model for Signal Data☆87Updated 5 years ago
- ☆9Updated 9 months ago
- [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression☆114Updated last year
- Multi-head attention in PyTorch☆152Updated 6 years ago
- A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation☆148Updated 4 years ago
- Implementation of Multi-View Information Bottleneck☆134Updated 5 years ago
- A curated list of papers on disentangled representation learning inspired by https://github.com/sootlasten/disentangled-representation-pa…☆22Updated 4 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆92Updated 2 years ago
- Learning deep representations by mutual information estimation and maximization☆324Updated 6 years ago
- A pytorch implementation of Maximum Mean Discrepancies(MMD) loss☆210Updated 2 years ago
- C-GMVAE: Gaussian Mixture VAE with Contrastive Learning for Multi-Label Classification☆55Updated last year
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆341Updated 4 years ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆51Updated 2 years ago
- Pytorch Implementation of "Neural Discrete Representation Learning"☆88Updated 7 years ago
- Recent Advances in MLP-based Models (MLP is all you need!)☆115Updated 2 years ago
- Discriminative Prototypes learned by Dynamic Time Warping (DTW) for Time Series Classification (TSC)☆32Updated 4 years ago
- A simple cross attention that updates both the source and target in one step☆173Updated last year
- DTWNet: a Dynamic Time Warping Network☆67Updated 5 years ago
- A minimal pytorch package implementing a gradient reversal layer.☆158Updated 7 months ago
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆102Updated 5 years ago
- Code release for ICLR 2021 paper "Generalised Multimodal ELBO"☆40Updated 2 years ago