GitHub topics: imbalanced-regression
Ngk03/DIR-Dist-Loss
[ICLR 2025] Dist Loss: Enhancing Regression in Few-shot Region through Distribution Distance Constraint
Language: Python - Size: 5.79 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 1 - Forks: 0

YyzHarry/imbalanced-regression
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
Language: Python - Size: 9.21 MB - Last synced at: 30 days ago - Pushed at: about 3 years ago - Stars: 868 - Forks: 137

BorealisAI/ranksim-imbalanced-regression
[ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression
Language: Python - Size: 3.78 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 49 - Forks: 10

dscheepens/Deep-RNN-for-extreme-wind-speed-prediction
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".
Language: Jupyter Notebook - Size: 803 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 8 - Forks: 4

Wang-ML-Lab/variational-imbalanced-regression
[NeurIPS 2023] Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing
Language: Python - Size: 268 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

atmacvit/bincrowd
Official Implementation of ACMMM'21 paper "Wisdom of (Binned) Crowds: A Bayesian Stratification Paradigm for Crowd Counting"
Language: Python - Size: 4.04 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 17 - Forks: 2

jiawei-ren/BalancedMSE
[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427
Language: Python - Size: 11.3 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 325 - Forks: 28
