Class Imbalance

Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss SemEval 2025 BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning CVPR 2024 CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning CVPR 2024 Clustering-Augmented Fraud Detection on Graphs Using Label-Aware Feature Aggregation ACML 2024 FedLF: Adaptive Logit Adjustment and Feature Optimization in Federated Long-Tailed Learning ACML 2024 Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem NeurIPS 2024 Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning ICLR 2024 A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset NeurIPS 2023 Decoupled Training for Long-Tailed Classification With Stochastic Representations ICLR 2023 Decouple then Combine: A Simple and Effective Framework for Fraud Transaction Detection ACML 2023 FCC: Feature Clusters Compression for Long-Tailed Visual Recognition CVPR 2023 Long-Tailed Partial Label Learning via Dynamic Rebalancing ICLR 2023 Rethinking Image Super Resolution From Long-Tailed Distribution Learning Perspective CVPR 2023 Ahmed and Khalil at NADI 2022: Transfer Learning and Addressing Class Imbalance for Arabic Dialect Identification and Sentiment Analysis EMNLP 2022 Bayes at FigLang 2022 Euphemism Detection shared task: Cost-Sensitive Bayesian Fine-tuning and Venn-Abers Predictors for Robust Training under Class Skewed Distributions EMNLP 2022 Co-Modality Graph Contrastive Learning for Imbalanced Node Classification NeurIPS 2022 Equalized Focal Loss for Dense Long-Tailed Object Detection CVPR 2022 Learning To Learn Across Diverse Data Biases in Deep Face Recognition CVPR 2022 Margin Calibration for Long-Tailed Visual Recognition ACML 2022 Optimal Transport for Long-Tailed Recognition with Learnable Cost Matrix ICLR 2022 A Partial Label Metric Learning Algorithm for Class Imbalanced Data ACML 2021 Long-tail learning via logit adjustment ICLR 2021 Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning NeurIPS 2021 Uplift Modeling with High Class Imbalance ACML 2021 Deep Dynamic Boosted Forest ACML 2020