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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 21–30 of 211 papers

Title	Date	Tasks	Status	Hype
From SMOTE to Mixup for Deep Imbalanced Classification	Aug 29, 2023	ClassificationData Augmentation	CodeCode Available	1
Generative Table Pre-training Empowers Models for Tabular Prediction	May 16, 2023	imbalanced classificationImputation	CodeCode Available	1
Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics	Jun 8, 2021	Age And Gender ClassificationBenchmarking	CodeCode Available	1
M2m: Imbalanced Classification via Major-to-minor Translation	Apr 1, 2020	ClassificationDiversity	CodeCode Available	1
A Large-Scale Database for Graph Representation Learning	Nov 16, 2020	DiversityGraph Neural Network	CodeCode Available	1
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler	Oct 17, 2020	imbalanced classificationMeta-Learning	CodeCode Available	1
DASO: Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning	Jun 10, 2021	imbalanced classificationPseudo Label	CodeCode Available	1
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts	Oct 5, 2020	DiversityImage Classification	CodeCode Available	1
Attentional-Biased Stochastic Gradient Descent	Dec 13, 2020	ClassificationGeneral Classification	CodeCode Available	1
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification	Nov 28, 2023	Classificationimbalanced classification	CodeCode Available	1

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