uncertainty quantification

Lightning UQ Box: Uncertainty Quantification for Neural Networks JMLR 2025 LoGU: Long-form Generation with Uncertainty Expressions ACL 2025 Looking into User’s Long-term Interests through the Lens of Conservative Evidential Learning ICLR 2025 LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty CVPR 2025 MALTO at SemEval-2025 Task 3: Detecting Hallucinations in LLMs via Uncertainty Quantification and Larger Model Validation SemEval 2025 MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty NAACL 2025 MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025 Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks ICLR 2025 Mind the Uncertainty in Human Disagreement: Evaluating Discrepancies Between Model Predictions and Human Responses in VQA AAAI 2025 Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA EMNLP 2025 Mining the uncertainty patterns of humans and models in the annotation of moral foundations and human values ACL 2025 Mitigating Audiovisual Mismatch in Visual-Guide Audio Captioning Interspeech 2025 Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets EMNLP 2025 Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025 Monte Carlo Temperature: a robust sampling strategy for LLM’s uncertainty quantification methods NAACL 2025 MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025 MotionMap: Representing Multimodality in Human Pose Forecasting CVPR 2025 MSP-SR: Multi-Stage Probabilistic Generative Super Resolution with Scarce High-Resolution Data UAI 2025 Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective AAAI 2025 Multi-Dimensional Conformal Prediction ICLR 2025 Multi-domain Distribution Learning for De Novo Drug Design ICLR 2025 Multi-group Uncertainty Quantification for Long-form Text Generation UAI 2025 Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion AISTATS 2025 Multi-view Evidential Learning-based Medical Image Segmentation AAAI 2025 Neural Conformal Control for Time Series Forecasting AAAI 2025