class imbalance

Robust Logit Adjustment for Learning with Long-Tailed Noisy Data AAAI 2025 RSSN at SemEval-2025 Task 11: Optimizing Multi-Label Emotion Detection with Transformer-Based Models and Threshold Tuning SemEval 2025 SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation CVPR 2025 SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark ICLR 2025 SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025 Speech Mutil-label Emotion Recognition Using Asymmetric Class Loss Function Based on Effective Samples Interspeech 2025 SSE-SAM: Balancing Head and Tail Classes Gradually Through Stage-Wise SAM AAAI 2025 SSN_IT_NLP@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025 Supervised Exploratory Learning for Long-Tailed Visual Recognition ICCV 2025 Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025 SYSUpporter Team at BEA 2025 Shared Task: Class Compensation and Assignment Optimization for LLM-generated Tutor Identification ACL 2025 Tackling Long-Tailed Data Challenges in Spiking Neural Networks via Heterogeneous Knowledge Distillation IJCAI 2025 TeamHateMate at BLP Task1: Divide and Conquer: A Two-Stage Cascaded Framework with K-Fold Ensembling for Multi-Label Bangla Hate Speech Classification AACL 2025 Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025 The VOROS: Lifting ROC Curves to 3D to Summarize Unbalanced Classifier Performance AAAI 2025 Topology-Aware Gated Graph Neural Network for Social Bot Detection IJCNLP 2025 Towards Debiased Generalized Category Discovery IJCAI 2025 Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning AAAI 2025 Towards Realistic Semi-supervised Medical Image Classification AAAI 2025 Towards Regularized Mixture of Predictions for Class-Imbalanced Semi-Supervised Facial Expression Recognition IJCAI 2025 Towards Robust Visual Question Answering via Prompt-Driven Geometric Harmonization AAAI 2025 Towards Unbiased Learning in Semi-Supervised Semantic Segmentation ICLR 2025 Training-Free Dataset Pruning for Instance Segmentation ICLR 2025 TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025 Understanding the Unfairness in Network Quantization ICML 2025