long-tailed-recognition

There are 41 repositories under long-tailed-recognition topic.

  • YyzHarry/imbalanced-semi-self

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

    Language:Python7331424115

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

    A curated list of long-tailed recognition resources.

    58331966

  • zhihou7/BatchFormer

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

    Language:Python24262920

  • dvlab-research/Parametric-Contrastive-Learning

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

    Language:Python23272329

  • dvlab-research/MiSLAS

    Improving Calibration for Long-Tailed Recognition (CVPR2021)

    Language:Python14241225

  • YyzHarry/multi-domain-imbalance

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

    Language:Python1214615

  • ShadeAlsha/LTR-weight-balancing

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

    Language:Jupyter Notebook1183179

  • MediaBrain-SJTU/BCL

    [ICML2022] Contrastive Learning with Boosted Memorization

    Language:Python109447

  • GZWQ/Awesome-Long-Tailed

    Papers about long-tailed tasks

    85549

  • jiequancui/ResLT

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

    Language:Python554115

  • MediaBrain-SJTU/RECORDS-LTPLL

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

    Language:Python53807

  • rahulvigneswaran/TailCalibX

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

    Language:Jupyter Notebook384144

  • 17Skye17/VideoLT

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

    Language:Python33143

  • 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"

    Language:Python33337

  • jinyan-06/SHIKE

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

    Language:Python31354

  • czhang0528/MosaicOS

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

    Language:Python30122

  • wjun0830/Localizable-Rotation

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

    Language:Python28533

  • val-iisc/DeiT-LT

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

    Language:Python241521

  • 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

    Language:Python241013

  • MCG-NJU/SSD-LT

    [ICCV 2021] Self Supervision to Distillation for Long-Tailed Visual Recognition

    Language:Python21112

  • val-iisc/Saddle-LongTail

    [NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"

    Language:Python211403

  • NVlabs/RIO

    Official PyTorch implementation of RIO

    Language:Python18622

  • pha123661/NTU-2022Fall-DLCV

    Deep Learning for Computer Vision 深度學習於電腦視覺 by Frank Wang 王鈺強

    Language:Python17212

  • kostas1515/GOL

    Official implementation of 'Gumbel Optimised Loss for Long Tailed Instance Segmentation' ECCV2022. Paper at: https://arxiv.org/abs/2207.10936

    Language:Python16212

  • val-iisc/gSRGAN

    [ECCV2022] Source Code for "Improving GANs for Long-Tailed Data through Group Spectral Regularization"

    Language:Python161203

  • juyongjiang/FBL

    Source Code & Datasets for "FBL: Feature-Balanced Loss for Long-Tailed Visual Recognition"

    Language:Python15101

  • zzpustc/CC-SAM

    This is the implementation of our CVPR'23 paper "Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition".

    Language:Python13263

  • kostas1515/iif

    Inverse Image Frequency for long-tailed image recognition. Accepted in Transactions on Image Processing - Arxiv version available at: https://arxiv.org/abs/2209.04861

    Language:Python11412

  • ihaeyong/Maximum-Margin-LDAM

    Learning Imbalanced Datasets With Maximum Margin Losss

    Language:Jupyter Notebook10100

  • mala-lab/COCL

    Official implementation for "Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning" (AAAI'24)

    Language:Python10022

  • rahulvigneswaran/longtail-buzz

    🐝 Explore Trending Long-Tail Papers at CVPR and ICCV

    Language:TypeScript10100

  • wjun0830/MOVE

    Official PyTorch Repository of "Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition" (AAAI 2023 Oral Paper) and Imbalanced-MiniKinetics200 dataset.

    Language:Python10202

  • MCG-NJU/VLG

    VLG: General Video Recognition with Web Textual Knowledge (https://arxiv.org/abs/2212.01638)

    Language:Python8100

  • peterlipan/MRC_VFC

    The souce code of MICCAI'23 paper: Combat Long-tails in Medical Classification with Relation-aware Consistency and Virtual Features Compensation

    Language:Python6101

  • saurabhsharma1993/class-balanced-experts

    Code for our GCPR 20 paper 'Long-Tailed Recognition Using Class-Balanced Experts'

    Language:Python5100

  • bashirulazam/within-triplet-debias

    Probabilistic Debiasing of Scene Graphs (CVPR 2023)

    Language:MATLAB4210