Spijkervet / contrastive-predictive-coding
PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)
☆84Updated 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
- ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification☆72Updated 9 months ago
- Contrastive Predictive Coding for Automatic Speaker Verification☆491Updated 5 years ago
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆328Updated 10 months ago
- Official repository for "Orthogonal Projection Loss" (ICCV'21)☆120Updated 3 years ago
- C-GMVAE: Gaussian Mixture VAE with Contrastive Learning for Multi-Label Classification☆48Updated last year
- Mutual Information in Pytorch☆110Updated last year
- Deep Learning Model for Signal Data☆85Updated 5 years ago
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆334Updated 4 years ago
- an implementation of Deep Variational Informational Bottleneck in pytorch (https://arxiv.org/pdf/1612.00410.pdf)☆33Updated 6 years ago
- PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA☆141Updated 3 years ago
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆77Updated 3 years ago
- Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)☆46Updated 4 years ago
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆90Updated 9 months ago
- Contrastively Disentangled Sequential Variational Audoencoder☆46Updated 5 months ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.037…☆10Updated 3 years ago
- Multi-head attention in PyTorch☆151Updated 6 years ago
- The code for DCASE2021 task5 submission.☆20Updated 3 years ago
- InfoMax-VAE pytorch implementation☆23Updated 8 months ago
- [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression☆107Updated last year
- PyTorch Implementation for Gromov-Wasserstein Autoencoders (GWAE)☆43Updated 2 years ago
- the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch☆132Updated last year
- Ladder Variational Autoencoders (LVAE) in PyTorch☆91Updated 4 years ago
- [ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"☆31Updated 2 years ago
- A pytorch implementation of Maximum Mean Discrepancies(MMD) loss☆202Updated 2 years ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆47Updated 2 years ago
- COLA contrastive pre-training method implemented in PyTorch☆43Updated 4 years ago
- Mutual Information Neural Entropic Estimation☆27Updated last year
- Representation learning for NLP @ JSALT19☆38Updated 4 years ago
- A 1D implementation of a deformable convolutional layer in PyTorch with a few tricks.☆40Updated last year