YyzHarry / imbalanced-regression Star 854 Code Issues Pull requests [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
jiawei-ren / BalancedMSE Star 378 Code Issues Pull requests [CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427 computer-vision depth-estimation age-estimation imbalanced-learning imbalanced-regression human-mesh-recovery Updated Jul 28, 2022 Python
BorealisAI / ranksim-imbalanced-regression Star 46 Code Issues Pull requests [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression regression imbalanced-data imbalanced-learning imbalanced-regression Updated Oct 28, 2022 Python
atmacvit / bincrowd Star 17 Code Issues Pull requests Official Implementation of ACMMM'21 paper "Wisdom of (Binned) Crowds: A Bayesian Stratification Paradigm for Crowd Counting" computer-vision deep-learning pytorch imbalanced-data crowd-counting skewed-data imbalanced-regression binning-analysis acm-multimedia-2021 Updated May 17, 2022 Python
Wang-ML-Lab / variational-imbalanced-regression Star 6 Code Issues Pull requests [NeurIPS 2023] Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing uncertainty-quantification uncertainty-estimation fairness imbalanced-learning bayesian-deep-learning bayesian-neural-network imbalanced-regression Updated Apr 6, 2024 Python