Spijkervet / contrastive-predictive-codingLinks
PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)
☆88Updated 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☆501Updated 5 years ago
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆345Updated last year
- ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification☆73Updated last year
- Deep Learning Model for Signal Data☆91Updated 5 years ago
- PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA☆147Updated 4 years ago
- MADE:Masked-Autoencoder-for-Distribution-Estimation-using-PyTorch☆15Updated 5 years ago
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆343Updated 5 years ago
- Multi-head attention in PyTorch☆153Updated 6 years ago
- Code for AISTATS 2023 paper - Estimating Total Correlation with Mutual Information Estimators☆17Updated last year
- [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression☆123Updated last year
- Mutual Information Neural Entropic Estimation☆26Updated 2 years ago
- A minimal pytorch package implementing a gradient reversal layer.☆158Updated 11 months ago
- Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations☆94Updated last year
- (FTML 2021) Official implementation of Dynamical VAEs☆232Updated 2 years ago
- An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.☆316Updated 2 years ago
- Multimodal Mixture-of-Experts VAE☆214Updated 2 years ago
- Gradient Reversal Layer for Domain Adaptation☆125Updated 2 years ago
- PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)☆140Updated last year
- This is the official code release for OPERA: OPEn Respiratory Acoustic foundation models☆66Updated 6 months ago
- A pytorch implementation of Maximum Mean Discrepancies(MMD) loss☆211Updated 3 years ago
- Custom loss functions to use in (mainly) PyTorch.☆39Updated 5 years ago
- COLA contrastive pre-training method implemented in PyTorch☆43Updated 4 years ago
- A simple cross attention that updates both the source and target in one step☆182Updated 2 months ago
- A curated list of papers on disentangled representation learning inspired by https://github.com/sootlasten/disentangled-representation-pa…☆23Updated 4 years ago
- implement Domain-Adversarial Training of Neural Networks☆60Updated 7 years ago
- Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.☆93Updated 2 years ago
- ☆21Updated 4 years ago
- Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)☆47Updated 5 years ago
- My implementation of the gMLP model from the paper "Pay Attention to MLPs".☆25Updated 4 years ago
- Official implementation of the Seq-U-Net for efficient sequence modelling☆79Updated last year