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long-tailed-recognition

Here are 55 public repositories matching this topic...

YyzHarry / imbalanced-semi-self

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

semi-supervised-learning class-imbalance imbalanced-data imbalanced-learning long-tail unlabeled-data self-supervised-learning neurips imbalanced-classification neurips-2020 long-tailed-recognition

Updated Apr 3, 2021
Python

JIA-Lab-research / Parametric-Contrastive-Learning

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

pytorch supervised-learning imagenet image-classification class-imbalance imbalanced-data imbalanced-learning tpami contrastive-learning supervised-contrastive-learning long-tailed-recognition iccv2021 parametric-contrastive-learning

Updated Jun 11, 2026
Python

zhihou7 / BatchFormer

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

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

Updated May 4, 2023
Python

JIA-Lab-research / MiSLAS

Improving Calibration for Long-Tailed Recognition (CVPR2021)

long-tailed-recognition confidence-calibration

Updated Nov 10, 2021
Python

YyzHarry / multi-domain-imbalance

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

deep-learning multi-domain ood imbalanced-data domain-adaptation imbalanced-learning long-tail eccv imbalance domain-generalization imbalanced-classification long-tailed-recognition multi-domain-learning ood-generalization eccv-2022

Updated Jan 26, 2023
Python

ShadeAlsha / LTR-weight-balancing

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

deep-learning pytorch long-tailed-recognition

Updated Nov 30, 2024
Jupyter Notebook

MediaBrain-SJTU / BCL

[ICML2022] Contrastive Learning with Boosted Memorization

self-supervised-learning long-tailed-recognition memorization-effect

Updated Jan 28, 2024
Python

GZWQ / Awesome-Long-Tailed

Papers about long-tailed tasks

imbalanced-data imbalanced-learning long-tail imbalance-classification long-tailed-recognition

Updated Feb 2, 2023

jiequancui / ResLT

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

class-imbalance imbalanced-data imbalanced-learning long-tail imbalance-classification long-tailed-recognition

Updated Nov 7, 2023
Python

MediaBrain-SJTU / RECORDS-LTPLL

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

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

Updated Apr 21, 2023
Python

kostas1515 / AGLU

[ECCV2024 - Oral] Adaptive Parametric Activation

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

Updated Nov 18, 2025
Jupyter Notebook

val-iisc / DeiT-LT

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

long-tail long-tailed-recognition vision-transformer deit cvpr2024

Updated Dec 29, 2024
Python

jinyan-06 / SHIKE

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

imbalanced-learning long-tailed-recognition long-tailed-learning cvpr2023

Updated Mar 9, 2024
Python

rahulvigneswaran / TailCalibX

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

Updated Nov 21, 2022
Jupyter Notebook

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 Wang

long-tail chest-xray chest-x-ray long-tailed-recognition

Updated Sep 30, 2022
Python

17Skye17 / VideoLT

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

video-classification video-dataset long-tailed-recognition

Updated Apr 9, 2022
Python

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"

long-tailed-recognition aaai2022

Updated Feb 17, 2022
Python

fistyee / MDCS

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

long-tailed-recognition long-tailed-learning

Updated Oct 26, 2024
Python

wjun0830 / Localizable-Rotation

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

deep-learning data-augmentation self-supervised-learning out-of-distribution-detection model-robustness long-tailed-recognition

Updated Jul 28, 2023
Python

czhang0528 / MosaicOS

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

imagenet object-detection mosaic-images instance-segmentation lvis long-tailed-recognition

Updated Oct 25, 2021
Python

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