[CVPR2022] This repository contains code for the paper "Nested Collaborative Learning for Long-Tailed Visual Recognition", published at CVPR 2022
☆86May 25, 2024Updated last year
Alternatives and similar repositories for NCL
Users that are interested in NCL are comparing it to the libraries listed below
Sorting:
- [CVPR2023] Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions☆76Sep 1, 2023Updated 2 years ago
- CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197☆128Nov 30, 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
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆273Apr 8, 2023Updated 2 years ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆259Jul 21, 2025Updated 7 months ago
- VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition☆69Oct 1, 2022Updated 3 years ago
- Un-offical PyTorch Implementation of "Class-Balanced Distillation for Long-Tailed Visual Recognition" paper.☆17Oct 31, 2021Updated 4 years ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆61Nov 7, 2023Updated 2 years ago
- Code Release for “Balanced Contrastive Learning for Long-Tailed Visual Recognition”☆111Oct 31, 2022Updated 3 years ago
- ☆57Oct 5, 2022Updated 3 years ago
- [AAAI 2022 Oral] This is a Pytorch implementation of the AAAI 2022 paper "Cross-Domain Empirical Risk Minimization for Unbiased Long-tail…☆33Feb 17, 2022Updated 4 years ago
- [CVPR 2020] Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective☆24Aug 13, 2020Updated 5 years ago
- ☆59Feb 20, 2022Updated 4 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆153Nov 10, 2021Updated 4 years ago
- official source code for the Paper: **Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment** based on Pytorch.☆46May 19, 2025Updated 9 months ago
- PyTorch implementation of the paper "Trustworthy Long-Tailed Classification" (CVPR 2022)☆61Jan 25, 2024Updated 2 years ago
- LiVT PyTorch Implementation.☆73Mar 7, 2023Updated 2 years ago
- This repository is the official Pytorch implementation of Balanced Product of Calibrated Experts for Long-Tailed Recognition (CVPR 2023).☆18Mar 13, 2025Updated 11 months ago
- Implement Code for UniMix and Bayias Compensated Loss☆19Mar 7, 2023Updated 2 years ago
- Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.☆73Jun 8, 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
- Code for "Balanced Knowledge Distillation for Long-tailed Learning"☆29Oct 19, 2023Updated 2 years ago
- ☆48Feb 10, 2023Updated 3 years ago
- The official implementation of "Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization" (CVPR 2025)☆14Nov 20, 2025Updated 3 months ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆54Oct 28, 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
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆698Dec 25, 2021Updated 4 years ago
- [ECCV 2022] Tackling Long-Tailed Category Distribution Under Domain Shifts☆25Nov 29, 2022Updated 3 years ago
- [NeurIPS 2023] Generalized Logit Adjustment☆39Apr 21, 2024Updated last year
- pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning☆39Nov 20, 2024Updated last year
- [ICCV 2023 Oral] Official PyTorch implementation of our paper for semi-supervised continual learning "A soft nearest-neighbor framework f…☆25Dec 17, 2024Updated last year
- [CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition☆61Dec 11, 2022Updated 3 years ago
- A curated list of long-tailed recognition resources.☆586Jun 13, 2023Updated 2 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
- Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)☆40Mar 9, 2024Updated last year
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆1,010Nov 25, 2025Updated 3 months ago
- Official repository for ACCV 2020 paper 'Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance'☆19Jun 24, 2021Updated 4 years ago
- ☆11May 25, 2025Updated 9 months ago
- SimMatchV2: Semi-Supervised Learning with Graph Consistency☆22Dec 26, 2023Updated 2 years ago