class imbalance

Learning from Multiple Annotator Biased Labels in Multimodal Conversation Interspeech 2024 Learning Only When It Matters: Cost-Aware Long-Tailed Classification AAAI 2024 Learning to Reject Meets Long-tail Learning ICLR 2024 LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-Tailed Multi-Label Visual Recognition ACL 2024 Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024 Long-Tailed Learning as Multi-Objective Optimization AAAI 2024 Long-Tailed Out-of-Distribution Detection via Normalized Outlier Distribution Adaptation NeurIPS 2024 LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024 Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation UAI 2024 Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning AAAI 2024 P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering ICLR 2024 Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution ICLR 2024 PCIC at SMM4H 2024: Enhancing Reddit Post Classification on Social Anxiety Using Transformer Models and Advanced Loss Functions ACL 2024 PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions ACL 2024 Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation WACV 2024 RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses CVPR 2024 REDUCR: Robust Data Downsampling using Class Priority Reweighting NeurIPS 2024 Restoring balance: principled under/oversampling of data for optimal classification ICML 2024 Robust Feature Learning and Global Variance-Driven Classifier Alignment for Long-Tail Class Incremental Learning WACV 2024 Robust Visual Recognition with Class-Imbalanced Open-World Noisy Data AAAI 2024 SAMSEMO: New dataset for multilingual and multimodal emotion recognition Interspeech 2024 SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology WACV 2024 SCoRe: Submodular Combinatorial Representation Learning ICML 2024 Semantic Transfer From Head to Tail: Enlarging Tail Margin for Long-Tailed Visual Recognition WACV 2024 Set Learning for Accurate and Calibrated Models ICLR 2024