mf1024 / Contrastive-Predictive-Coding-for-Image-Recognition-in-PyTorch
PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 and https://arxiv.org/abs/1905.09272 .
☆82Updated 5 years ago
Alternatives and similar repositories for Contrastive-Predictive-Coding-for-Image-Recognition-in-PyTorch:
Users that are interested in Contrastive-Predictive-Coding-for-Image-Recognition-in-PyTorch are comparing it to the libraries listed below
- Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations☆89Updated 4 years ago
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆81Updated 10 months ago
- ☆92Updated 4 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆266Updated 3 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 4 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 5 years ago
- Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning☆120Updated 6 months ago
- Improving Consistency-Based Semi-Supervised Learning with Weight Averaging☆185Updated 6 years ago
- Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆80Updated 4 years ago
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆248Updated 2 years ago
- Self-Supervised Representation Learning by Rotation Feature Decoupling☆95Updated 5 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆147Updated last year
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆142Updated 9 months ago
- Generalizing to unseen domains via distribution matching☆70Updated 4 years ago
- ☆26Updated 6 years ago
- Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆131Updated 2 years ago
- ☆170Updated 4 years ago
- ☆130Updated 2 years ago
- Auto-Encoding Transformations (AETv1), CVPR 2019☆108Updated 5 years ago
- The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, htt…☆139Updated 5 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆401Updated 4 years ago
- PyTorch implementation of Weighted Batch-Normalization layers☆37Updated 4 years ago
- Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learni…☆148Updated 4 years ago
- The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].☆173Updated 3 years ago
- Meta-Learning based Noise-Tolerant Training☆123Updated 4 years ago
- ☆88Updated 4 years ago
- Learning deep representations by mutual information estimation and maximization☆324Updated 6 years ago
- ☆58Updated last year
- This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020☆161Updated 3 years ago
- Differentiable Data Augmentation Library☆121Updated 2 years ago