[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
☆911Mar 22, 2022Updated 3 years ago
Alternatives and similar repositories for imbalanced-regression
Users that are interested in imbalanced-regression are comparing it to the libraries listed below
Sorting:
- [CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427☆393Jul 28, 2022Updated 3 years ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆54Oct 28, 2022Updated 3 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆761Apr 3, 2021Updated 4 years ago
- Contrastive Regularizer☆15Feb 15, 2024Updated 2 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆571Jan 6, 2026Updated last month
- [ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond☆141Jan 26, 2023Updated 3 years ago
- Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)☆118Nov 23, 2021Updated 4 years ago
- A curated list of long-tailed recognition resources.☆586Jun 13, 2023Updated 2 years ago
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库☆1,518Feb 25, 2025Updated last year
- our code☆33Jun 11, 2021Updated 4 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆975Oct 12, 2021Updated 4 years ago
- The code of "Improving Deep Regression with Ordinal Entropy" in ICLR 2023☆54Sep 15, 2023Updated 2 years ago
- Implementation of momentum^2 teacher☆121Jan 27, 2021Updated 5 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,412Dec 26, 2023Updated 2 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆151Aug 10, 2022Updated 3 years ago
- [NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题☆111Jun 17, 2024Updated last year
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆273Apr 8, 2023Updated 2 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆698Dec 25, 2021Updated 4 years ago
- [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression☆135Feb 28, 2024Updated 2 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆593Apr 23, 2021Updated 4 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988May 30, 2025Updated 9 months ago
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,296Jun 25, 2023Updated 2 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆668Nov 22, 2022Updated 3 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,295Mar 3, 2024Updated 2 years ago
- ☆38Jan 11, 2024Updated 2 years ago
- [CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".☆113Jan 9, 2022Updated 4 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆869Jul 16, 2022Updated 3 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,336Nov 10, 2020Updated 5 years ago
- A curated list of resources for Learning with Noisy Labels☆2,722May 3, 2025Updated 10 months ago
- C-Mixup for NeurIPS 2022☆74Dec 17, 2023Updated 2 years ago
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆702Dec 24, 2021Updated 4 years ago
- A curated list of awesome self-supervised methods☆6,363Feb 24, 2026Updated last week
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,870May 10, 2024Updated last year
- Official DeiT repository☆4,325Mar 15, 2024Updated last year
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,420Feb 26, 2026Updated last week
- SOTA results for reid baseline model (Gluon implementation)☆13Aug 6, 2018Updated 7 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆806Feb 18, 2024Updated 2 years ago
- Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'☆339Mar 26, 2021Updated 4 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆5,120Feb 3, 2026Updated last month