mf1024 / Contrastive-Predictive-Coding-for-Image-Recognition-in-PyTorchLinks
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 .
☆81Updated 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
Sorting:
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆82Updated last year
- Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations☆89Updated 4 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆94Updated 5 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆267Updated 4 years ago
- Improving Consistency-Based Semi-Supervised Learning with Weight Averaging☆186Updated 6 years ago
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆143Updated last year
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆81Updated 4 years ago
- Code for reproducing ICT (published in Neural Networks 2022, and in IJCAI 2019)☆149Updated 2 years ago
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆249Updated 2 years ago
- Domain Generalization via Model-Agnostic Learning of Semantic Features☆148Updated 2 years ago
- Addressing Failure Prediction by Learning Model Confidence☆173Updated 2 years ago
- Self-Supervised Representation Learning by Rotation Feature Decoupling☆95Updated 6 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 4 years ago
- Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learni…☆150Updated 5 years ago
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆400Updated 5 years ago
- ☆88Updated 4 years ago
- ☆129Updated 2 years ago
- ☆93Updated 4 years ago
- Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning☆120Updated 11 months ago
- Meta-Learning based Noise-Tolerant Training☆126Updated 4 years ago
- ☆172Updated 4 years ago
- Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆80Updated 5 years ago
- Differentiable Data Augmentation Library☆123Updated 2 years ago
- Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"☆153Updated 4 years ago
- The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].☆176Updated 3 years ago
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆82Updated last year
- Code for NeurIPS 2019 Paper, "L_DMI: An Information-theoretic Noise-robust Loss Function"☆119Updated 2 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆48Updated 3 years ago
- ☆26Updated 6 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆105Updated 4 years ago