class imbalance

Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data ICML 2022 SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning NeurIPS 2022 Systematic Evaluation of Predictive Fairness AACL 2022 TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification ICML 2022 Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022 The Effects of Regularization and Data Augmentation are Class Dependent NeurIPS 2022 The Majority Can Help the Minority: Context-Rich Minority Oversampling for Long-Tailed Classification CVPR 2022 Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference NeurIPS 2022 Trustworthy Long-Tailed Classification CVPR 2022 T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification IJCAI 2022 Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation NeurIPS 2022 UCCNLP@SMM4H’22:Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification COLING 2022 Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation CVPR 2022 Uncertainty-Aware Learning against Label Noise on Imbalanced Datasets AAAI 2022 Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification NAACL 2022 What Makes Better Augmentation Strategies? Augment Difficult but Not too Different ICLR 2022 When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022 Why only Micro-F1? Class Weighting of Measures for Relation Classification ACL 2022 Zero Pixel Directional Boundary by Vector Transform ICLR 2022 ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning NeurIPS 2021 ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot ICCV 2021 Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition Interspeech 2021 Addressing Class Imbalance in Federated Learning AAAI 2021 Adversarial Robustness Under Long-Tailed Distribution CVPR 2021 ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles ACL 2021