class imbalance

AA-SLLM: An Acoustically Augmented Speech Large Language Model for Speech Emotion Recognition Interspeech 2025 ABHINAYA - A System for Speech Emotion Recognition In Naturalistic Conditions Challenge Interspeech 2025 ABNet: Mitigating Sample Imbalance in Anomaly Detection Within Dynamic Graphs IJCAI 2025 AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora NAACL 2025 Adaptive Across-Subcenter Representation Learning for Imbalanced Anomalous Sound Detection Interspeech 2025 Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts ICML 2025 Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge ICML 2025 Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification. SemEval 2025 A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation CVPR 2025 A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025 Beyond Conventional Metrics: using Entropic Triangles to Explain Balancing Methods in Acoustic Scene Classification Interspeech 2025 Boosting Class Representation via Semantically Related Instances for Robust Long-Tailed Learning with Noisy Labels ICCV 2025 Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition ICCV 2025 BrightCookies at SemEval-2025 Task 9: Exploring Data Augmentation for Food Hazard Classification SemEval 2025 Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning AAAI 2025 Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model AISTATS 2025 “Clutch or Cry” Team at TRACS @ WASP2025: A Hybrid Stacking Ensemble for Astrophysical Document Classification AACL 2025 Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025 ConMix: Contrastive Mixup at Representation Level for Long-tailed Deep Clustering ICLR 2025 Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction Interspeech 2025 Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices Interspeech 2025 Differential Privacy Under Class Imbalance: Methods and Empirical Insights ICML 2025 Difficulty-aware Balancing Margin Loss for Long-tailed Recognition AAAI 2025 DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining WACV 2025 Distilling Long-tailed Datasets CVPR 2025