imbalanced data

Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data AAAI 2025 Differentially Private Prototypes for Imbalanced Transfer Learning AAAI 2025 DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data EMNLP 2025 Learning Imbalanced Data with Beneficial Label Noise ICML 2025 Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025 BBRC: Brazilian Banking Regulation Corpora COLING 2024 Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization AAAI 2024 Label Augmentation As Inter-Class Data Augmentation for Conditional Image Synthesis With Imbalanced Data WACV 2024 LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NeurIPS 2024 Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024 MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis COLING 2024 Navigate Beyond Shortcuts: Debiased Learning Through the Lens of Neural Collapse CVPR 2024 Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced Data JMLR 2024 Online Class-Incremental Learning for Real-World Food Image Classification WACV 2024 Oversampling, Augmentation and Curriculum Learning for Speaking Assessment with Limited Training Data Interspeech 2024 PRECISe : Prototype-Reservation for Explainable classification under Imbalanced and Scarce-Data Settings MLHC 2024 Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data NeurIPS 2024 Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution NeurIPS 2024 Self-adaptive Extreme Penalized Loss for Imbalanced Time Series Prediction IJCAI 2024 Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract) AAAI 2024 Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox NeurIPS 2024 AdityaPatkar at WASSA 2023 Empathy, Emotion, and Personality Shared Task: RoBERTa-Based Emotion Classification of Essays, Improving Performance on Imbalanced Data ACL 2023 AUC Maximization for Low-Resource Named Entity Recognition AAAI 2023 AUC Maximization in Imbalanced Lifelong Learning UAI 2023 Dynamic Residual Classifier for Class Incremental Learning ICCV 2023