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

[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427

[ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression

Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extreme wind speed events in the short-to-medium range".

Official Implementation of ACMMM'21 paper "Wisdom of (Binned) Crowds: A Bayesian Stratification Paradigm for Crowd Counting"

[NeurIPS 2023] Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing

[ICLR 2025] Dist Loss: Enhancing Regression in Few-shot Region through Distribution Distance Constraint