zwzhang123 / Awesome-of-Long-Tailed-RecognitionView external linksLinks
A curated list of long-tailed recognition resources.
☆586Jun 13, 2023Updated 2 years ago
Alternatives and similar repositories for Awesome-of-Long-Tailed-Recognition
Users that are interested in Awesome-of-Long-Tailed-Recognition are comparing it to the libraries listed below
Sorting:
- 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
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆273Apr 8, 2023Updated 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
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆668Nov 22, 2022Updated 3 years ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆869Jul 16, 2022Updated 3 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆698Dec 25, 2021Updated 4 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆153Nov 10, 2021Updated 4 years ago
- ☆493Oct 12, 2024Updated last year
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆166Oct 4, 2022Updated 3 years ago
- ☆95Nov 1, 2020Updated 5 years ago
- [NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition☆144Nov 22, 2021Updated 4 years ago
- ☆29Mar 3, 2021Updated 4 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☆1,517Feb 25, 2025Updated 11 months ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆761Apr 3, 2021Updated 4 years ago
- [NeurIPS 2020] Code for the paper "Balanced Meta-Softmax for Long-Tailed Visual Recognition"☆77Nov 21, 2020Updated 5 years ago
- This repository contains code for the paper "Disentangling Label Distribution for Long-tailed Visual Recognition", published at CVPR' 202…☆106Aug 22, 2022Updated 3 years ago
- ☆48Apr 5, 2020Updated 5 years ago
- Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)☆118Nov 23, 2021Updated 4 years ago
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆1,009Nov 25, 2025Updated 2 months ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆259Jul 21, 2025Updated 6 months ago
- Papers about long-tailed tasks☆90Feb 2, 2023Updated 3 years ago
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆356Jun 22, 2022Updated 3 years ago
- [ ECCV 2020 Spotlight ] Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets"☆374Jul 14, 2022Updated 3 years ago
- CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197☆128Nov 30, 2024Updated last year
- The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/a…☆201Oct 3, 2023Updated 2 years ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆61Nov 7, 2023Updated 2 years ago
- [CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition☆61Dec 11, 2022Updated 3 years ago
- Code for "Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification", ECCV 2020 Spotlight☆38Feb 2, 2021Updated 5 years ago
- A curated list of resources for Learning with Noisy Labels☆2,719May 3, 2025Updated 9 months ago
- VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition☆69Oct 1, 2022Updated 3 years ago
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆125Jan 6, 2026Updated last month
- The official implementation of Equalization Loss v1 & v2 (CVPR 2020, 2021) based on MMDetection. https://arxiv.org/abs/2012.08548 https:/…☆162Apr 1, 2022Updated 3 years ago
- Code for the paper "M2m: Imbalanced Classification via Major-to-minor Translation" (CVPR 2020)☆95Nov 8, 2021Updated 4 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆806Feb 18, 2024Updated 2 years ago
- [ CVPR 2021 Oral ] Pytorch implementation for "Adversarial Robustness under Long-Tailed Distribution"☆104Jun 17, 2021Updated 4 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆592Apr 23, 2021Updated 4 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,199Mar 1, 2024Updated last year
- PyTorch implementation of Contrastive Learning methods☆1,996Oct 4, 2023Updated 2 years ago
- [CVPR 2020] Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective☆24Aug 13, 2020Updated 5 years ago