long-tail

There are 4 repositories under long-tail topic.

YyzHarry / imbalanced-regression
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
computer-vision healthcare icml icml-2021 imbalance imbalanced-classification imbalanced-data imbalanced-learning imbalanced-regression long-tail natural-language-processing regression
Language:Python 858
zhmiao / OpenLongTailRecognition-OLTR
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
computer-vision cvpr2019 deep-learning long-tail oltr open-long-tail-recognition open-set pytorch-implementation
Language:Python 856
YyzHarry / imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
class-imbalance imbalanced-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition neurips neurips-2020 self-supervised-learning semi-supervised-learning unlabeled-data
Language:Python 748
imbalanced-ensemble
ZhiningLiu1998 / imbalanced-ensemble
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
machine-learning class-imbalance imbalanced-learning imbalanced-classification imbalanced-data ensemble-learning ensemble-model multi-class-classification long-tail classification scikit-learn python3 ensemble-imbalanced-learning sklearn python data-science data-mining ensemble
Language:Python 354
YyzHarry / multi-domain-imbalance
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
deep-learning domain-adaptation domain-generalization eccv eccv-2022 imbalance imbalanced-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition multi-domain multi-domain-learning ood ood-generalization
Language:Python 131
GZWQ / Awesome-Long-Tailed
Papers about long-tailed tasks
imbalance-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition
89
jiequancui / ResLT
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
class-imbalance imbalance-classification imbalanced-data imbalanced-learning long-tail long-tailed-recognition
Language:Python 61
fcjian / LOCE
Exploring Classification Equilibrium in Long-Tailed Object Detection, ICCV2021
classification-equilibrium computer-vision ebl equilibrium-loss iccv2021 iccv21 long-tail long-tailed-detection loss-margin mask-rcnn memory-augmented-feature-samling mfs object-detection samplier two-stage-detector
Language:Python 56
timy90022 / DropLoss
Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch
long-tail droploss pytorch instance-segmentation object-detection
Language:Python 41
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 41
rahulvigneswaran / TailCalibX
Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
cifar100 computer-vision cvpr feature-generation iccv iclr icvgip-2021 iiith iith long-tail long-tail-datasets long-tailed-detection long-tailed-recognition longtail mini-imagenet nvidia python pytorch pytorch-implementation representation-learning
Language:Jupyter Notebook 38
zjunlp / LREBench
[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
low-resource lrebench relation-extraction few-shot information-extraction kg knowledge-graph long-tail prompt benchmark data-augmentation dataset re self-training efficient knowprompt data-augumentation chinese emnlp
Language:Python 34
woshidandan / Long-Tail-image-aesthetics-and-quality-assessment
🔥[ICML 2024, Official Code] First work to propose a solution to the long-tail problem in IAA. 首篇针对IAA中的长尾问题提出解决方案的工作
image-aesthetics-assessment image-processing image-quality-assessment long-tail pytorch
Language:Python 33
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 31
liuqidong07 / LLM-ESR
[NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.
knowledge-distillation large-language-models long-tail longtail recommendation recommender-system sequential-recommendation
Language:Python 26
ash-shar / Long-Tail-GAN
Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering
recommendation-system long-tail generative-adversarial-network neural-collaborative-filtering niche-items
Language:Python 21
Annusha / temperature_schedules
Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)
contrastive-learning long-tail self-supervised-learning temperature-analysis
Language:Python 18
rahulvigneswaran / longtail-buzz
🐝 Explore Trending Long-Tail Papers at CVPR and ICCV
react d3 graphql typescript computer-vision gatsby tsx cvpr iccv cvpr2021 iccv2021 longtail long-tail long-tailed-recognition long-tailed-detection deep-learning
Language:TypeScript 10
vyraun / long-tailed
Code for "On Long-Tailed Phenomena in NMT".
long-tail nmt
Language:Python 10
Mottl / longtail
Longtail transforms RV from the given empirical distribution to the standard normal distribution
data-science data-analysis data-visualization probability-distribution probability-density-function gaussian-distribution laplace-distribution cauchy-distribution longtail random-variable-transformations long-tail
Language:Python 8
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
guzus / tribe3-v1-liquidation-bot
simple liquidation bot for tribe3 v1 beta
defi liquidation mev-bot tribe3 python arbitrum foundry long-tail solidity nft-perp
Language:Python 3
sichunluo / GALORE
[CIKM'23] "Improving Long-Tail Item Recommendation with Graph Augmentation"
graph-augmentation long-tail recommender-system
Language:Python 2
XiangwenWang / heavytailed
Perform distribution analysis on heavy-tailed distributed data
heavy-tailed distribution-analysis long-tail parameter-estimation model-selection
Language:Python 2
alcunha / bagoftricks4cameratraps
[Ecological Informatics] TensorFlow implementation for the paper "Bag of tricks for long-tail visual recognition of animal species in camera-trap images"
camera-trap long-tail swin-transformer tensorflow
Language:Jupyter Notebook 1
HittailSeo / hittail-plugin
Official HitTail Wordpress plugin
seo search-engine-optimization search-engine-optimisation keyword-tool keywords longtail long-tail hittail
Language:PHP 0
jaypatel00174 / CEAM-A-Model-to-Deal-with-Long-Tail-Problem-in-Recommender-Systems
The items are recommended to customers after using an expenditure appetite filter on top of the collaborative filtering.
ceam collaborative-filtering expenditure-appetite-filter long-tail recommendation-system recommender-system tail-problem
Language:HTML 0
steve-zeyu-zhang / JointViT
[MIUA 2024 Oral] JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA
computer-vision image-classification image-recognition medical-image-processing medical-imaging long-tail long-tailed-distribution long-tailed-learning long-tailed-recognition optical-coherence-tomography
Language:JavaScript 0

long-tail

YyzHarry / imbalanced-regression

zhmiao / OpenLongTailRecognition-OLTR

YyzHarry / imbalanced-semi-self

ZhiningLiu1998 / imbalanced-ensemble

YyzHarry / multi-domain-imbalance

GZWQ / Awesome-Long-Tailed

jiequancui / ResLT

fcjian / LOCE

timy90022 / DropLoss

val-iisc / DeiT-LT

rahulvigneswaran / TailCalibX

zjunlp / LREBench

woshidandan / Long-Tail-image-aesthetics-and-quality-assessment

VITA-Group / LongTailCXR

liuqidong07 / LLM-ESR

ash-shar / Long-Tail-GAN

Annusha / temperature_schedules

rahulvigneswaran / longtail-buzz

vyraun / long-tailed

Mottl / longtail

peterlipan / MRC_VFC

guzus / tribe3-v1-liquidation-bot

sichunluo / GALORE

XiangwenWang / heavytailed

alcunha / bagoftricks4cameratraps

HittailSeo / hittail-plugin

jaypatel00174 / CEAM-A-Model-to-Deal-with-Long-Tail-Problem-in-Recommender-Systems

steve-zeyu-zhang / JointViT