Keras implementation of Representation Learning with Contrastive Predictive Coding
☆553Jun 19, 2019Updated 6 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:
- Tensorflow implementation of "Representation Learning with Contrastive Predictive Coding"☆65Nov 19, 2018Updated 7 years ago
- Contrastive Predictive Coding for Automatic Speaker Verification☆506Oct 29, 2019Updated 6 years ago
- ☆26Dec 22, 2018Updated 7 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,336Nov 10, 2020Updated 5 years ago
- Keras implementation of Representation Learning with Contrastive Predictive Coding for images☆35Dec 2, 2020Updated 5 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆401Jul 2, 2020Updated 5 years ago
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,456May 22, 2023Updated 2 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆808Apr 25, 2019Updated 6 years ago
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆81Jan 10, 2020Updated 6 years ago
- Learning deep representations by mutual information estimation and maximization☆321Jan 11, 2019Updated 7 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆368Oct 12, 2021Updated 4 years ago
- PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)☆90Nov 25, 2021Updated 4 years ago
- PyTorch implementation of Contrastive Learning methods☆1,996Oct 4, 2023Updated 2 years ago
- Contrastive Learning of Structured World Models☆396Jun 3, 2020Updated 5 years ago
- This repository has moved to: https://github.com/tkipf/c-swm☆27Jan 5, 2020Updated 6 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆546Jul 25, 2024Updated last year
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,120Feb 3, 2026Updated last month
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,412Dec 26, 2023Updated 2 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Aug 10, 2022Updated 3 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Oct 12, 2021Updated 4 years ago
- Tensorflow implementation for "Local Aggregation for Unsupervised Learning of Visual Embeddings"☆60Jan 29, 2021Updated 5 years ago
- ☆353Feb 13, 2020Updated 6 years ago
- The implementation of Discriminator Soft Actor Critic☆15Jan 25, 2020Updated 6 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆759Mar 25, 2021Updated 4 years ago
- A curated list of awesome self-supervised methods☆6,363Feb 24, 2026Updated last week
- Video Representation Learning by Dense Predictive Coding. Tengda Han, Weidi Xie, Andrew Zisserman.☆253Oct 8, 2021Updated 4 years ago
- Deep Clustering for Unsupervised Learning of Visual Features☆1,740Oct 12, 2021Updated 4 years ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,089Apr 13, 2023Updated 2 years ago
- Minimal implementation of Contrastive Predictive Coding for audio.☆17Nov 17, 2019Updated 6 years ago
- Implements the unsupervised pre-training of convolutional neural networks☆254Sep 16, 2021Updated 4 years ago
- Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations☆291Mar 28, 2023Updated 2 years ago
- Code repository for our paper entilted "Metric Learning with HORDE: High-Order Regularizer for Deep Embeddings" accepted at ICCV 2019.☆84Mar 25, 2023Updated 2 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆285Mar 22, 2023Updated 2 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆610May 1, 2025Updated 10 months ago
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,478Mar 4, 2024Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆503Jun 9, 2022Updated 3 years ago
- Implementation of Information Dropout☆39Jul 12, 2017Updated 8 years ago
- Implementation of Hierarchical Long-term Video Prediction without Supervision☆89Nov 12, 2021Updated 4 years ago
- disentanglement_lib is an open-source library for research on learning disentangled representations.☆1,420May 16, 2021Updated 4 years ago