long-tailed-recognition · GitHub Topics

YyzHarry / imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

semi-supervised-learning self-supervised-learning long-tailed-recognition neurips imbalanced-data

Python 753

4 年前

zzw-zwzhang / Awesome-of-Long-Tailed-Recognition

A curated list of long-tailed recognition resources.

long-tailed-recognition

585

2 年前

dvlab-research / Parametric-Contrastive-Learning

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

contrastive-learning long-tailed-recognition supervised-learning image-classification imagenet iccv2021 imbalanced-data PyTorch

Python 252

9 个月前

zhihou7 / BatchFormer

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

representation-learning long-tailed-recognition domain-generalization domain-adaptation zero-shot-learning few-shot-learning contrastive-learning cvpr2022

Python 250

2 年前

dvlab-research / MiSLAS

Improving Calibration for Long-Tailed Recognition (CVPR2021)

long-tailed-recognition

Python 148

4 年前

YyzHarry / multi-domain-imbalance

#计算机科学#[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

domain-adaptation domain-generalization eccv eccv-2022 imbalanced-data long-tailed-recognition multi-domain multi-domain-learning 深度学习

Python 136

2 年前

ShadeAlsha / LTR-weight-balancing

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

PyTorch 深度学习 long-tailed-recognition

Jupyter Notebook 126

7 个月前

MediaBrain-SJTU / BCL

[ICML2022] Contrastive Learning with Boosted Memorization

long-tailed-recognition self-supervised-learning

Python 111

1 年前

GZWQ / Awesome-Long-Tailed

Papers about long-tailed tasks

long-tailed-recognition imbalanced-data

2 年前

jiequancui / ResLT

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

long-tailed-recognition imbalanced-data

Python 61

2 年前

MediaBrain-SJTU / RECORDS-LTPLL

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

dynamic-rebalancing long-tailed-recognition partial-label-learning

Python 58

2 年前

kostas1515 / AGLU

[ECCV2024 - Oral] Adaptive Parametric Activation

image-classification instance-segmentation long-tailed-recognition object-detection eccv2024

Jupyter Notebook 48

3 个月前

val-iisc / DeiT-LT

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

cvpr2024 deit long-tailed-recognition vision-transformer

Python 41

6 个月前

rahulvigneswaran / TailCalibX

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

long-tailed-recognition cifar100 机器视觉 cvpr iccv iclr Nvidia pytorch-implementation PyTorch Python representation-learning

Jupyter Notebook 38

3 年前

jinyan-06 / SHIKE

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

long-tailed-recognition cvpr2023

Python 37

1 年前

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"

aaai2022 long-tailed-recognition

Python 33

3 年前

17Skye17 / VideoLT

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

video-classification long-tailed-recognition

Python 33

3 年前

VITA-Group / LongTailCXR

[DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, Ronald M. Summers, Yifan Peng, and Zhangyang...

long-tailed-recognition

Python 32

3 年前