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imbalanced regression

11 papers

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Co-occurring keywords

age estimation (39) label distribution (60) deep imbalanced regression (3) neural network (6616) distribution smoothing (2) data imbalance (37) loss function (462) depth estimation (1542) representation learning (6206) weighted resampling (1)

Papers

A Selective Under-Sampling (SUS) Method for Imbalanced Regression (Abstract Reprint) AAAI 2026
Improve Representation for Imbalanced Regression through Geometric Constraints CVPR 2025
ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025
Balanced Sharpness-Aware Minimization for Imbalanced Regression ICCV 2025
Deep Imbalanced Regression via Hierarchical Classification Adjustment CVPR 2024
Data Augmentation for Imbalanced Regression AISTATS 2023
A step towards understanding why classification helps regression ICCV 2023
Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing NIPS 2023
RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression ICML 2022
Balanced MSE for Imbalanced Visual Regression CVPR 2022
Delving into Deep Imbalanced Regression ICML 2021