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GitHub topics: long-tailed-recognition

steve-zeyu-zhang/JointViT

[MIUA 2024] JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA

Language: JavaScript - Size: 11.4 MB - Last synced: 19 days ago - Pushed: 20 days ago - Stars: 0 - Forks: 0

MediaBrain-SJTU/RECORDS-LTPLL

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

Language: Python - Size: 310 KB - Last synced: 20 days ago - Pushed: about 1 year ago - Stars: 51 - Forks: 7

jiequancui/ResLT

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

Language: Python - Size: 12.9 MB - Last synced: 15 days ago - Pushed: 7 months ago - Stars: 54 - Forks: 5

MediaBrain-SJTU/BCL

[ICML2022] Contrastive Learning with Boosted Memorization

Language: Python - Size: 1 MB - Last synced: 20 days ago - Pushed: 4 months ago - Stars: 109 - Forks: 7

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

A curated list of long-tailed recognition resources.

Size: 177 KB - Last synced: 13 days ago - Pushed: 12 months ago - Stars: 583 - Forks: 66

val-iisc/DeiT-LT

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

Language: Python - Size: 17.1 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 5 - Forks: 0

YyzHarry/imbalanced-semi-self

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

Language: Python - Size: 16.5 MB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 729 - Forks: 116

17Skye17/VideoLT

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

Language: Python - Size: 36.2 MB - Last synced: 20 days ago - Pushed: about 2 years ago - Stars: 33 - Forks: 3

YyzHarry/multi-domain-imbalance

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

Language: Python - Size: 8.11 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 117 - Forks: 15

dvlab-research/Parametric-Contrastive-Learning

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

Language: Python - Size: 18.3 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 221 - Forks: 29

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: Python - Size: 15.3 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 32 - Forks: 7

jinyan-06/SHIKE

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

Language: Python - Size: 938 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 26 - Forks: 4

juyongjiang/FBL

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

Language: Python - Size: 79.1 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 15 - Forks: 1

dvlab-research/MiSLAS

Improving Calibration for Long-Tailed Recognition (CVPR2021)

Language: Python - Size: 14.2 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 139 - Forks: 25

HN410/Exploring-Weight-Balancing-on-Long-Tailed-Recognition-Problem

ICLR 2024 - Official implementation for "Exploring Weight Balancing on Long-Tailed Recognition Problem"

Language: Python - Size: 66.4 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

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 Notebook - Size: 1.03 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 37 - Forks: 4

val-iisc/Saddle-LongTail

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

Language: Python - Size: 12.9 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 17 - Forks: 3

wjun0830/Localizable-Rotation

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

Language: Python - Size: 184 KB - Last synced: 2 months ago - Pushed: 10 months ago - Stars: 27 - Forks: 3

zzpustc/CC-SAM

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

Language: Python - Size: 151 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 11 - Forks: 2

zhihou7/BatchFormer

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

Language: Python - Size: 22 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 226 - Forks: 19

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: Python - Size: 9.77 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 10 - Forks: 2

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: Python - Size: 911 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 3 - Forks: 1

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: Python - Size: 190 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

NVlabs/RIO

Official PyTorch implementation of RIO

Language: Python - Size: 1.86 MB - Last synced: 6 months ago - Pushed: almost 3 years ago - Stars: 18 - Forks: 2

MCG-NJU/SSD-LT

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

Language: Python - Size: 762 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 21 - Forks: 2

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: Python - Size: 11.4 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 5 - Forks: 2

MCG-NJU/VLG

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

Language: Python - Size: 96.7 KB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 8 - Forks: 0

val-iisc/gSRGAN

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

Language: Python - Size: 85.7 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 11 - Forks: 3

ihaeyong/Maximum-Margin-LDAM

Learning Imbalanced Datasets With Maximum Margin Losss

Language: Jupyter Notebook - Size: 633 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 7 - Forks: 0

GZWQ/Awesome-Long-Tailed

Papers about long-tailed tasks

Size: 23.4 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 48 - Forks: 5

ShadeAlsha/LTR-weight-balancing

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

Language: Jupyter Notebook - Size: 44.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 86 - Forks: 7

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: Python - Size: 5.43 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 1

czhang0528/MosaicOS

Mosaic of Object-centric Images as Scene-centric Images (MosaicOS) for long-tailed object detection and instance segmentation.

Language: Python - Size: 1.24 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 28 - Forks: 2

pha123661/Long-Tail-Point-Cloud-Segmentation

An attention-based solution on a long-tailed 3D point cloud dataset

Language: Python - Size: 5.85 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

rahulvigneswaran/longtail-buzz

🐝 Explore Trending Long-Tail Papers at CVPR and ICCV

Language: TypeScript - Size: 4.67 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 8 - Forks: 0

tmlr-group/BCL

[ICML 2022] "Contrastive Learning with Boosted Memorization"

Language: Python - Size: 1010 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

saurabhsharma1993/class-balanced-experts

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

Language: Python - Size: 1.37 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

Related Keywords
long-tailed-recognition 37 long-tail 9 imbalanced-learning 9 deep-learning 7 pytorch 7 self-supervised-learning 5 imbalanced-data 5 image-classification 5 computer-vision 4 imbalanced-classification 4 longtail 3 long-tailed-detection 3 class-imbalance 3 long-tailed-learning 3 domain-adaptation 2 domain-generalization 2 contrastive-learning 2 iccv2021 2 imagenet 2 object-detection 2 instance-segmentation 2 lvis 2 long-tail-datasets 2 representation-learning 2 cvpr 2 iccv 2 image-generation 2 gan 2 video-classification 2 image-recognition 2 imbalance-classification 2 memorization-effect 2 neurips 2 mosaic-images 1 novel-view-synthesis 1 image-segmentation 1 graphql 1 image-captioning 1 react 1 tsx 1 typescript 1 cnn 1 adversarial-domain-adaptation 1 skin-lesion-classification 1 ensemble-learning 1 skin-cancer 1 miccai2023 1 miccai 1 isic-challenge 1 isic-archive 1 isic-2019 1 dermoscopy 1 cancer-detection 1 places-lt 1 imagenet-lt 1 point-cloud 1 chest-xray 1 chest-x-ray 1 maximum-margin-learning 1 eccv2022 1 video-language 1 open-set-recognition 1 few-shot-recognition 1 scannet200 1 sementic-segmentation 1 action-recognition 1 transformer 1 video-recognition 1 video-long-tailed-recognition 1 resampling 1 cvpr2021 1 memory-replay 1 d3 1 zero-shot-classification 1 vision-language 1 point-cloud-segmentation 1 gatsby 1 coco 1 tpami 1 supervised-learning 1 supervised-contrastive-learning 1 parametric-contrastive-learning 1 ood-generalization 1 ood 1 multi-domain-learning 1 multi-domain 1 imbalance 1 eccv-2022 1 eccv 1 video-dataset 1 unlabeled-data 1 semi-supervised-learning 1 neurips-2020 1 vision-transformer 1 deit 1 cvpr2024 1 partial-label-learning 1 dynamic-rebalancing 1 optical-coherence-tomography 1 medical-imaging 1