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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 1–10 of 211 papers

Title	Date	Tasks	Status	Hype
SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning	Jan 26, 2023	imbalanced classification	CodeCode Available	3
Active Generalized Category Discovery	Mar 7, 2024	Active Learningimbalanced classification	CodeCode Available	2
Adaptive Parametric Activation	Jul 11, 2024	imbalanced classificationInstance Segmentation	CodeCode Available	2
Balanced MSE for Imbalanced Visual Regression	Mar 30, 2022	Age EstimationFairness	CodeCode Available	2
Debiased Learning from Naturally Imbalanced Pseudo-Labels	Jan 5, 2022	counterfactualCounterfactual Reasoning	CodeCode Available	1
Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics	Jun 8, 2021	Age And Gender ClassificationBenchmarking	CodeCode Available	1
Attentional-Biased Stochastic Gradient Descent	Dec 13, 2020	ClassificationGeneral Classification	CodeCode Available	1
Adaptive Threshold for Online Object Recognition and Re-identification Tasks	Dec 28, 2020	ClassificationFace Recognition	CodeCode Available	1
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets	Apr 8, 2024	Active Learningimbalanced classification	CodeCode Available	1
A Large-Scale Database for Graph Representation Learning	Nov 16, 2020	DiversityGraph Neural Network	CodeCode Available	1

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