imbalanced learning

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification JMLR 2026 Differentially Private Prototypes for Imbalanced Transfer Learning AAAI 2025 GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning AAAI 2025 Improving Multimodal Learning via Imbalanced Learning ICCV 2025 Leveraging First and Zeroth-Order Gradient to Address Imbalanced Black-Box Prompt Tuning via Minimax Optimization AAAI 2025 RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning UAI 2025 CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems AAAI 2024 Defying Imbalanced Forgetting in Class Incremental Learning AAAI 2024 GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning NeurIPS 2024 Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024 HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation AAAI 2024 Neural Collapse To Multiple Centers For Imbalanced Data NeurIPS 2024 Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods NeurIPS 2024 On Harmonizing Implicit Subpopulations ICLR 2024 Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation NeurIPS 2024 Adaptive Hinge Balance Loss for Document-Level Relation Extraction EMNLP 2023 AUC Maximization for Low-Resource Named Entity Recognition AAAI 2023 A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning NeurIPS 2023 Data Augmentation for Imbalanced Regression AISTATS 2023 Difficulty-Net: Learning To Predict Difficulty for Long-Tailed Recognition WACV 2023 GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification AAAI 2023 Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification EMNLP 2023 Imbalanced Label Distribution Learning AAAI 2023 Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition NeurIPS 2023 No One Left Behind: Improving the Worst Categories in Long-Tailed Learning CVPR 2023