label distribution

KvochurHegel at AbjadMed: Combining LDAM Loss and Adversarial Training for Arabic Medical Question-Answer Classification EACL 2026 Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions EMNLP 2025 Concentration Distribution Learning from Label Distributions ICML 2025 Exploring Vacant Classes in Label-Skewed Federated Learning AAAI 2025 Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation AAAI 2025 Just Put a Human in the Loop? Investigating LLM-Assisted Annotation for Subjective Tasks ACL 2025 Learning Subjective Label Distributions via Sociocultural Descriptors EMNLP 2025 Open Set Label Shift with Test Time Out-of-Distribution Reference CVPR 2025 Alleviating Imbalanced Pseudo-label Distribution: Self-Supervised Multi-Source Domain Adaptation with Label-specific Confidence IJCAI 2024 Beyond Document Page Classification: Design, Datasets, and Challenges WACV 2024 FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering ICML 2024 Learning from Multiple Annotator Biased Labels in Multimodal Conversation Interspeech 2024 OTTER: Effortless Label Distribution Adaptation of Zero-shot Models NeurIPS 2024 Predicting Label Distribution from Ternary Labels NeurIPS 2024 Prior Knowledge-Guided Adversarial Training ACL 2024 Rebalancing Label Distribution While Eliminating Inherent Waiting Time in Multi Label Active Learning Applied to Transformers COLING 2024 The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models ACL 2024 Toward Student-oriented Teacher Network Training for Knowledge Distillation ICLR 2024 Transitional Uncertainty with Layered Intermediate Predictions ICML 2024 Twice Class Bias Correction for Imbalanced Semi-supervised Learning AAAI 2024 ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models ICML 2023 Label Distributionally Robust Losses for Multi-class Classification: Consistency, Robustness and Adaptivity ICML 2023 Label Enhancement via Joint Implicit Representation Clustering IJCAI 2023 Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts ICCV 2023 ODS: Test-Time Adaptation in the Presence of Open-World Data Shift ICML 2023