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long-tail

Here are 28 public repositories matching this topic...

zhmiao / OpenLongTailRecognition-OLTR

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

computer-vision deep-learning open-set long-tail pytorch-implementation cvpr2019 open-long-tail-recognition oltr

Updated Jul 16, 2022
Python

YyzHarry / imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

natural-language-processing computer-vision regression healthcare imbalanced-data icml imbalanced-learning long-tail imbalance imbalanced-classification imbalanced-regression icml-2021

Updated Mar 22, 2022
Python

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

imbalanced-ensemble

ZhiningLiu1998 / imbalanced-ensemble

🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

python data-science machine-learning data-mining scikit-learn sklearn python3 classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning long-tail multi-class-classification imbalanced-classification ensemble-imbalanced-learning

Updated Jun 15, 2024
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

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

fcjian / LOCE

Exploring Classification Equilibrium in Long-Tailed Object Detection, ICCV2021

computer-vision object-detection mask-rcnn long-tail ebl mfs iccv2021 iccv21 two-stage-detector long-tailed-detection classification-equilibrium equilibrium-loss memory-augmented-feature-samling loss-margin samplier

Updated Mar 31, 2022
Python

timy90022 / DropLoss

Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch

pytorch object-detection instance-segmentation long-tail droploss

Updated Apr 14, 2021
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

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 Oct 23, 2024
Python

zjunlp / LREBench

[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

benchmark prompt efficient information-extraction dataset knowledge-graph self-training chinese emnlp data-augmentation kg relation-extraction data-augumentation long-tail re few-shot low-resource knowprompt lrebench

Updated Feb 23, 2024
Python

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

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-processing pytorch long-tail image-quality-assessment image-aesthetics-assessment

Updated Jun 22, 2024
Python

ash-shar / Long-Tail-GAN

Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering

generative-adversarial-network recommendation-system long-tail neural-collaborative-filtering niche-items

Updated Nov 29, 2018
Python

Annusha / temperature_schedules

Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)

long-tail self-supervised-learning temperature-analysis contrastive-learning

Updated Apr 25, 2023
Python

liuqidong07 / LLM-ESR

[NeurIPS'24] The official implementation code of LLM-ESR.

recommender-system recommendation knowledge-distillation longtail long-tail sequential-recommendation large-language-models

Updated Jun 27, 2024
Python

vyraun / long-tailed

Code for "On Long-Tailed Phenomena in NMT".

Updated Jan 10, 2021
Python

rahulvigneswaran / longtail-buzz

🐝 Explore Trending Long-Tail Papers at CVPR and ICCV

react d3 graphql typescript computer-vision deep-learning gatsby tsx cvpr iccv longtail long-tail long-tailed-recognition cvpr2021 iccv2021 long-tailed-detection

Updated Nov 24, 2022
TypeScript

Mottl / longtail

Longtail transforms RV from the given empirical distribution to the standard normal distribution

data-science data-visualization probability-distribution data-analysis gaussian-distribution longtail long-tail random-variable-transformations probability-density-function laplace-distribution cauchy-distribution

Updated Oct 1, 2018
Python

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