long-tailed-recognition

There are 3 repositories under long-tailed-recognition topic.

YyzHarry / imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
imbalanced-learning imbalanced-classification semi-supervised-learning unlabeled-data self-supervised-learning long-tail long-tailed-recognition class-imbalance neurips neurips-2020 imbalanced-data
Language:Python 729
zzw-zwzhang / Awesome-of-Long-Tailed-Recognition
A curated list of long-tailed recognition resources.
long-tailed-recognition imbalanced-learning
582
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
Language:Python 236
dvlab-research / Parametric-Contrastive-Learning
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
contrastive-learning long-tailed-recognition supervised-learning image-classification imagenet supervised-contrastive-learning parametric-contrastive-learning iccv2021 class-imbalance imbalanced-data imbalanced-learning pytorch tpami
Language:Python 221
dvlab-research / MiSLAS
Improving Calibration for Long-Tailed Recognition (CVPR2021)
long-tailed-recognition confidence-calibration
Language:Python 139
YyzHarry / multi-domain-imbalance
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
domain-adaptation domain-generalization eccv eccv-2022 imbalance imbalanced-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition multi-domain multi-domain-learning deep-learning ood ood-generalization
Language:Python 117
ShadeAlsha / LTR-weight-balancing
CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197
pytorch deep-learning long-tailed-recognition
Language:Jupyter Notebook 116
MediaBrain-SJTU / BCL
[ICML2022] Contrastive Learning with Boosted Memorization
long-tailed-recognition memorization-effect self-supervised-learning
Language:Python 108
GZWQ / Awesome-Long-Tailed
Papers about long-tailed tasks
long-tailed-recognition long-tail imbalanced-data imbalance-classification imbalanced-learning
81
jiequancui / ResLT
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
long-tailed-recognition imbalanced-data imbalanced-learning imbalance-classification long-tail class-imbalance
Language:Python 53
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
Language:Python 49
rahulvigneswaran / TailCalibX
Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
longtail long-tail long-tailed-recognition long-tailed-detection long-tail-datasets cifar100 mini-imagenet computer-vision cvpr iccv iclr icvgip-2021 iith iiith nvidia pytorch-implementation pytorch python feature-generation representation-learning
Language:Jupyter Notebook 37
17Skye17 / VideoLT
Official Code for VideoLT: Large-scale Long-tailed Video Recognition (ICCV 2021)
video-classification long-tailed-recognition video-dataset
Language:Python 33
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
Language:Python 32
czhang0528 / MosaicOS
[ICCV 2021] MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection
object-detection long-tailed-recognition instance-segmentation mosaic-images lvis imagenet
Language:Python 30
jinyan-06 / SHIKE
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)
long-tailed-learning long-tailed-recognition cvpr2023 imbalanced-learning
Language:Python 29
wjun0830 / Localizable-Rotation
Official PyTorch Repository of "Tailoring Self-Supervision for Supervised Learning" (ECCV 2022 Paper)
data-augmentation deep-learning long-tailed-recognition model-robustness out-of-distribution-detection self-supervised-learning
Language:Python 27
MCG-NJU / SSD-LT
[ICCV 2021] Self Supervision to Distillation for Long-Tailed Visual Recognition
longtail long-tailed-recognition
Language:Python 21
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
chest-x-ray chest-xray long-tail long-tailed-recognition
Language:Python 20
val-iisc / Saddle-LongTail
[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"
class-imbalance-problem neurips optimization long-tailed-learning long-tailed-recognition neurips-2022
Language:Python 19
NVlabs / RIO
Official PyTorch implementation of RIO
object-detection instance-segmentation long-tailed-recognition memory-replay resampling deep-learning
Language:Python 18
pha123661 / NTU-2022Fall-DLCV
Deep Learning for Computer Vision 深度學習於電腦視覺 by Frank Wang 王鈺強
computer-vision deep-learning gan image-classification image-generation image-segmentation adversarial-domain-adaptation cnn image-captioning long-tailed-recognition novel-view-synthesis point-cloud-segmentation self-supervised-learning vision-language zero-shot-classification
Language:Python 18
juyongjiang / FBL
Source Code & Datasets for "FBL: Feature-Balanced Loss for Long-Tailed Visual Recognition"
feature-based image-classification image-recognition long-tail-datasets long-tailed-recognition
Language:Python 15
val-iisc / gSRGAN
[ECCV2022] Source Code for "Improving GANs for Long-Tailed Data through Group Spectral Regularization"
eccv2022 gan image-generation long-tailed-recognition
Language:Python 15
kostas1515 / GOL
Official implementation of 'Gumbel Optimised Loss for Long Tailed Instance Segmentation' ECCV2022. Paper at: https://arxiv.org/abs/2207.10936
gumbel instance-segmentation long-tailed-detection long-tailed-recognition lvis object-detection
Language:Python 14
zzpustc / CC-SAM
This is the implementation of our CVPR'23 paper "Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition".
long-tailed-recognition
Language:Python 13
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
coco long-tailed-detection long-tailed-recognition lvis pytorch cifar-lt imagenet-lt places-lt
Language:Python 11
ihaeyong / Maximum-Margin-LDAM
Learning Imbalanced Datasets With Maximum Margin Losss
imbalanced-classification imbalanced-learning long-tailed-recognition pytorch maximum-margin-learning
Language:Jupyter Notebook 10
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.
imbalanced-learning long-tailed-recognition pytorch video-classification video-recognition video-long-tailed-recognition
Language:Python 10
rahulvigneswaran / longtail-buzz
🐝 Explore Trending Long-Tail Papers at CVPR and ICCV
computer-vision cvpr cvpr2021 d3 deep-learning gatsby graphql iccv iccv2021 long-tail long-tailed-detection long-tailed-recognition longtail react tsx typescript
Language:TypeScript 9
MCG-NJU / VLG
VLG: General Video Recognition with Web Textual Knowledge (https://arxiv.org/abs/2212.01638)
action-recognition few-shot-recognition long-tailed-recognition open-set-recognition video-language
Language:Python 8
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-tail long-tailed-recognition vision-transformer
Language:Python 7
peterlipan / MRC_VFC
The souce code of MICCAI'23 paper: Combat Long-tails in Medical Classification with Relation-aware Consistency and Virtual Features Compensation
dermoscopy isic-2019 isic-archive isic-challenge miccai2023 miccai skin-cancer cancer-detection imbalanced-classification long-tailed-recognition skin-lesion-classification long-tail
Language:Python 6
saurabhsharma1993 / class-balanced-experts
Code for our GCPR 20 paper 'Long-Tailed Recognition Using Class-Balanced Experts'
image-classification long-tailed-recognition ensemble-learning
Language:Python 5
bashirulazam / within-triplet-debias
Probabilistic Debiasing of Scene Graphs (CVPR 2023)
debiasing long-tailed-recognition sgg
Language:MATLAB 4
pha123661 / Long-Tail-Point-Cloud-Segmentation
An attention-based solution on a long-tailed 3D point cloud dataset
long-tailed-recognition point-cloud transformer scannet200 sementic-segmentation
Language:Python 1

long-tailed-recognition

YyzHarry / imbalanced-semi-self

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

zhihou7 / BatchFormer

dvlab-research / Parametric-Contrastive-Learning

dvlab-research / MiSLAS

YyzHarry / multi-domain-imbalance

ShadeAlsha / LTR-weight-balancing

MediaBrain-SJTU / BCL

GZWQ / Awesome-Long-Tailed

jiequancui / ResLT

MediaBrain-SJTU / RECORDS-LTPLL

rahulvigneswaran / TailCalibX

17Skye17 / VideoLT

BeierZhu / xERM

czhang0528 / MosaicOS

jinyan-06 / SHIKE

wjun0830 / Localizable-Rotation

MCG-NJU / SSD-LT

VITA-Group / LongTailCXR

val-iisc / Saddle-LongTail

NVlabs / RIO

pha123661 / NTU-2022Fall-DLCV

juyongjiang / FBL

val-iisc / gSRGAN

kostas1515 / GOL

zzpustc / CC-SAM

kostas1515 / iif

ihaeyong / Maximum-Margin-LDAM

wjun0830 / MOVE

rahulvigneswaran / longtail-buzz

MCG-NJU / VLG

val-iisc / DeiT-LT

peterlipan / MRC_VFC

saurabhsharma1993 / class-balanced-experts

bashirulazam / within-triplet-debias

pha123661 / Long-Tail-Point-Cloud-Segmentation