soft label

Beyond Soft Label: Dataset Distillation via Orthogonal Gradient Matching CVPR 2026 Rethinking Dataset Distillation: Hard Truths about Soft Labels CVPR 2026 SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization WACV 2026 SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels AAAI 2026 A Bit of This, a Bit of That: Building a Genre and Topic Annotated Dataset of Historical Newspaper Articles with Soft Labels and Confidence Scores NAACL 2025 Augmented and Softened Matching for Unsupervised Visible-Infrared Person Re-Identification ICCV 2025 Boosting Class Representation via Semantically Related Instances for Robust Long-Tailed Learning with Noisy Labels ICCV 2025 Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025 Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization ICML 2025 GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost ICLR 2025 Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation WACV 2025 McMaster at LeWiDi-2025: Demographic-Aware RoBERTa EMNLP 2025 Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems IJCAI 2025 Prompting Metaphoricity: Soft Labeling with Large Language Models in Popular Communication of Science Tweets in Spanish ACL 2025 Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels WACV 2025 SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning ICLR 2025 Teacher-Free Knowledge Distillation for Improving Short-Utterance Spoken Language Identification Interspeech 2025 Unsupervised Hallucination Detection by Inspecting Reasoning Processes EMNLP 2025 A Label is Worth A Thousand Images in Dataset Distillation NeurIPS 2024 An Aggregation-Free Federated Learning for Tackling Data Heterogeneity CVPR 2024 Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? NeurIPS 2024 Automated Sperm Assessment Framework and Neural Network Specialized for Sperm Video Recognition WACV 2024 C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation CVPR 2024 Decoupled Kullback-Leibler Divergence Loss NeurIPS 2024 Geometric-Averaged Preference Optimization for Soft Preference Labels NeurIPS 2024