2006pmach / awesome-active-learningLinks
A list of active learning methods for deep learning.
☆64Updated last year
Alternatives and similar repositories for awesome-active-learning
Users that are interested in awesome-active-learning are comparing it to the libraries listed below
Sorting:
- Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]☆223Updated 5 years ago
- ☆47Updated last year
- The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper☆87Updated 2 years ago
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆41Updated 3 years ago
- Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)☆118Updated 3 years ago
- Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021☆75Updated 2 years ago
- Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)☆154Updated 3 years ago
- Learning Loss for Active Learning Pytorch Implementation,(reproduction)☆32Updated 5 years ago
- PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482☆103Updated 4 years ago
- PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"☆50Updated 4 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆151Updated 4 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆152Updated 3 years ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆128Updated 6 months ago
- [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models☆41Updated 8 months ago
- [CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”☆104Updated 2 months ago
- Repo for CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning☆101Updated last year
- Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)☆76Updated 2 years ago
- Repository for OVANet☆85Updated 3 years ago
- [CVPR 2021] Code release for "Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination."☆101Updated 3 years ago
- ☆46Updated 4 years ago
- The Combined Anomalous Object Segmentation (CAOS) Benchmark☆160Updated 2 years ago
- This is the code for CVPR 2021 oral paper: Jigsaw Clustering for Unsupervised Visual Representation Learning☆77Updated 4 years ago
- This project hosts the code for implementing the ISAL algorithm for object detection and image classification (ICCV2021)☆29Updated 4 years ago
- Fine-grained Angular Contrastive Learning with Coarse Labels - Official Repository☆49Updated 4 years ago
- ☆28Updated 4 years ago
- [CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition☆61Updated 2 years ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆61Updated 2 years ago
- Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)☆176Updated 3 years ago
- self-supervised domain adaptation☆48Updated 5 years ago
- IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020)☆77Updated 4 years ago