long-tailed-recognition 开源项目推荐（58 个）

YyzHarry /imbalanced-semi-self

[NeurIPS 2020]半监督（无标签数据）和自我监督改善班级不平衡/长尾学习

JIA-Lab-research /Parametric-Contrastive-Learning

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

zhihou7 /BatchFormer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

JIA-Lab-research /MiSLAS

Improving Calibration for Long-Tailed Recognition (CVPR2021)

YyzHarry /multi-domain-imbalance

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

ShadeAlsha /LTR-weight-balancing

CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197

MediaBrain-SJTU /BCL

[ICML2022] Contrastive Learning with Boosted Memorization

GZWQ /Awesome-Long-Tailed

Papers about long-tailed tasks

jiequancui /ResLT

ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)

MediaBrain-SJTU /RECORDS-LTPLL

[ICLR 2023] PyTorch implementation for "Long-Tailed Partial Label Learning via Dynamic Rebalancing"

kostas1515 /AGLU

[ECCV2024 - Oral] Adaptive Parametric Activation

val-iisc /DeiT-LT

[CVPR 2024] Code for our Paper "DeiT-LT: Distillation Strikes Back for Vision Transformer training on Long-Tailed Datasets"

jinyan-06 /SHIKE

Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)

rahulvigneswaran /TailCalibX

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

VITA-Group /LongTailCXR

[DALI 2022]《胸部X光长尾病分类：一项新的基准研究》，作者：Gregory Holste、Song Wang、Ziyu Jiang、Thomas C. Shen、Ronald M. Summers、Yifan Peng 和 Zhangyang Wang

17Skye17 /VideoLT

Official Code for VideoLT: Large-scale Long-tailed Video Recognition (ICCV 2021)

BeierZhu /xERM

[AAAI 2022 Oral] This is a Pytorch implementation of the AAAI 2022 paper "Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification"

wjun0830 /Localizable-Rotation

Official PyTorch Repository of "Tailoring Self-Supervision for Supervised Learning" (ECCV 2022 Paper)

fistyee /MDCS

🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]

czhang0528 /MosaicOS

[ICCV 2021] MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection