johnsk95 / PT4ALLinks
Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"
☆56Updated last year
Alternatives and similar repositories for PT4AL
Users that are interested in PT4AL are comparing it to the libraries listed below
Sorting:
- [CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”☆104Updated last month
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆67Updated 2 years ago
- [CVPR2021] Task-Aware Variational Adversarial Active Learning☆42Updated last year
- ☆22Updated 3 years ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆128Updated 6 months ago
- Official implementation of Rethinking Class Activation Mapping for Weakly Supervised Object Localization (ECCV 2020)☆22Updated 4 years ago
- This is a code repository for paper OODformer: Out-Of-Distribution Detection Transformer☆41Updated 4 years ago
- PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482☆103Updated 4 years ago
- Official PyTorch implementation of MIRO (ECCV 2022)☆88Updated 3 years ago
- This repository contains code for the paper "Disentangling Label Distribution for Long-tailed Visual Recognition", published at CVPR' 202…☆105Updated 3 years ago
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated 2 years ago
- SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization☆50Updated 2 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆150Updated 4 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆98Updated last year
- ☆48Updated 2 years ago
- Official Implementation of SWAD (NeurIPS 2021)☆169Updated 2 years ago
- ☆16Updated 4 years ago
- The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper☆87Updated 2 years ago
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆35Updated 2 years ago
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆74Updated 5 years ago
- Pytorch Code for "A Broad Study on the Transferability of Visual Representations with Contrastive Learning" (ICCV 2021)☆36Updated 3 years ago
- (L2ID@CVPR2021, TNNLS2022) Boosting Co-teaching with Compression Regularization for Label Noise☆51Updated 2 years ago
- Code to replicate the key results from Exploring the Limits of Out-of-Distribution Detection (https://arxiv.org/abs/2106.03004) by Stanis…☆44Updated 3 years ago
- Reducing Domain Gap by Reducing Style Bias (SagNets)☆103Updated 4 years ago
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…☆34Updated 3 years ago
- Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/211…☆50Updated 3 years ago
- ☆45Updated 4 years ago
- Code for the paper "Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning" (NeurIPS 20)☆75Updated 3 years ago
- ☆57Updated 3 years ago
- Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.☆137Updated 2 years ago