AminParvaneh / alpha_mix_active_learning
The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper
☆83Updated 2 years ago
Alternatives and similar repositories for alpha_mix_active_learning:
Users that are interested in alpha_mix_active_learning are comparing it to the libraries listed below
- CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197☆123Updated 4 months ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆61Updated last year
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆126Updated 8 months ago
- Code for CVPR 2022 paper “Class-Aware Contrastive Semi-Supervised Learning”☆97Updated 2 years ago
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆156Updated 2 years ago
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆218Updated 4 years ago
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆67Updated last year
- ☆22Updated 3 years ago
- [ECCV 2022] Official Implementation for Unsupervised Selective Labeling for More Effective Semi-Supervised Learning☆61Updated last year
- [NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition☆140Updated 3 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆147Updated 3 years ago
- Official PyTorch implementation of "PT4AL: Using Self-Supervised Pretext Tasks for Active Learning (ECCV2022)"☆54Updated 11 months ago
- This project hosts the code for implementing the ISAL algorithm for object detection and image classification (ICCV2021)☆29Updated 3 years ago
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆68Updated last year
- A list of active learning methods for deep learning.☆63Updated last year
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆250Updated 6 months ago
- A PyTorch implementation of the paper Targeted Supervised Contrastive Learning for Long-tailed Recognition☆100Updated last year
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆87Updated 3 years ago
- [CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”☆97Updated 2 years ago
- SimMatch: Semi-supervised Learning with Similarity Matching☆91Updated last year
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆41Updated 2 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆272Updated 2 years ago
- Tensorflow Implementation on Paper [AAAI2020]Semi-Supervised Learning under Class Distribution Mismatch☆15Updated 3 years ago
- Papers about long-tailed tasks☆89Updated 2 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆92Updated 5 months ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆127Updated 3 years ago
- State-Relabeling Adversarial Active Learning☆13Updated 3 years ago
- [CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning☆103Updated 3 years ago
- PyTorch implementation of the paper: Long-tail Learning via Logit Adjustment☆107Updated 3 years ago
- Repo for CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning☆100Updated 7 months ago