class imbalance

Sampling bias in NLU models: Impact and Mitigation Interspeech 2023 Sea_and_Wine at SemEval-2023 Task 9: A Regression Model with Data Augmentation for Multilingual Intimacy Analysis SemEval 2023 Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss CVPR 2023 Semantic segmentation of sparse irregular point clouds for leaf/wood discrimination NeurIPS 2023 Semantic Segmentation With Active Semi-Supervised Learning WACV 2023 Simplifying Neural Network Training Under Class Imbalance NeurIPS 2023 Stochastic Feature Averaging for Learning with Long-Tailed Noisy Labels IJCAI 2023 Subclass-balancing Contrastive Learning for Long-tailed Recognition ICCV 2023 T-distributed Spherical Feature Representation for Imbalanced Classification AAAI 2023 The hidden uniform cluster prior in self-supervised learning ICLR 2023 Towards Unbiased Training in Federated Open-world Semi-supervised Learning ICML 2023 Towards Understanding Generalization of Macro-AUC in Multi-label Learning ICML 2023 Transfer Knowledge From Head to Tail: Uncertainty Calibration Under Long-Tailed Distribution CVPR 2023 UIRISC at SemEval-2023 Task 10: Explainable Detection of Online Sexism by Ensembling Fine-tuning Language Models SemEval 2023 Understanding Imbalanced Semantic Segmentation Through Neural Collapse CVPR 2023 Understanding the Impact of Adversarial Robustness on Accuracy Disparity ICML 2023 Use Your Head: Improving Long-Tail Video Recognition CVPR 2023 WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023 When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method ICCV 2023 When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023 Why does Throwing Away Data Improve Worst-Group Error? ICML 2023 Z-Index at BLP-2023 Task 2: A Comparative Study on Sentiment Analysis EMNLP 2023 Adaptive Hierarchical Representation Learning for Long-Tailed Object Detection CVPR 2022 Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition AAAI 2022 Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification EMNLP 2022