clovaai / rebias
Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020
☆170Updated last month
Related projects: ⓘ
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆89Updated 3 years ago
- [CVPR2019]Learning Not to Learn : An adversarial method to train deep neural networks with biased data☆112Updated 4 years ago
- A PyTorch converter for SimCLR checkpoints☆105Updated 3 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆116Updated 2 years ago
- The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier…☆30Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆123Updated last year
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆190Updated 3 years ago
- Official Pytorch implementation of "Learning Debiased Representation via Disentangled Feature Augmentation (Neurips 2021, Oral)"☆98Updated last year
- This repository contains code for the paper "Disentangling Label Distribution for Long-tailed Visual Recognition", published at CVPR' 202…☆96Updated 2 years ago
- An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR☆31Updated 3 years ago
- ☆102Updated 11 months ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆66Updated 4 months ago
- ICLR 2021 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning☆77Updated 8 months ago
- ☆58Updated 2 years ago
- ☆38Updated 2 years ago
- Official PyTorch implementation of MIRO (ECCV 2022)☆85Updated last year
- ☆72Updated 4 years ago
- Official Implementation of SWAD (NeurIPS 2021)☆151Updated last year
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆81Updated 2 years ago
- Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)☆158Updated 2 years ago
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆72Updated 4 years ago
- MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)☆105Updated 2 years ago
- Pytorch implementation of "Large-Scale Meta-Learning with Continual Trajectory Shifting" (ICML 2021)☆17Updated 3 years ago
- EnD: Entangling and Disentangling deep representations for bias correction | CVPR21 https://doi.org/10.1109/CVPR46437.2021.01330☆16Updated 3 years ago
- PyTorch implementation of Self-supervised Contrastive Regularization for DG (SelfReg) [ICCV2021]☆75Updated 2 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆97Updated 4 years ago
- CVPR2022☆27Updated 6 months ago
- NeurIPS 2020, Debiased Contrastive Learning☆281Updated last year
- Code for the paper "Adversarial Self-supervised Contrastive Learning" (NeurIPS 2020)☆169Updated last year
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated last year