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monte carlo dropout

66 papers

MC-DROPOUT MC DROPOUT MCD

Papers

Landmark Detection Uncertainty as a Reliability Weight for Robust Landmark-based 2D/3D Pelvic Pose Estimation MIDL 2026 Parallel Test-Time Scaling for Latent Reasoning Models ACL 2026 ThinkVision at SemEval-2026 Task 6: A Transformer-Based Ensemble System for Clarity Detection SemEval 2026 Confidence Calibration in Large Language Model-Based Entity Matching EMNLP 2025 Cross-Framework Generalizable Discourse Relation Classification Through Cognitive Dimensions NAACL 2025 DragSolver: A Multi-Scale Transformer for Real-World Automotive Drag Coefficient Estimation ICML 2025 Epistemic Uncertainty in Conformal Scores: A Unified Approach UAI 2025 Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging ICLR 2025 Monte Carlo ExtremalMask: Uncertainty Aware Time Series Model Interpretability For Critical Care Applications MLHC 2025 Multimodal Fusion Learning with Dual Attention for Medical Imaging WACV 2025 Over the Top-1: Uncertainty-Aware Cross-Modal Retrieval with CLIP UAI 2025 Rate-In: Information-Driven Adaptive Dropout Rates for Improved Inference-Time Uncertainty Estimation CVPR 2025 Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025 StutterCut: Uncertainty-Guided Normalised Cut for Dysfluency Segmentation Interspeech 2025 Uncertainty-Aware Online Extrinsic Calibration: A Conformal Prediction Approach WACV 2025 Uncertainty-driven Partial Diacritization for Arabic Text EMNLP 2025 Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025 Uncertainty modeling for fine-tuned implicit functions ICLR 2025 When The MOS Predictor Asks For Training Annotation In Cross Lingual/Domain Adaptation Interspeech 2025 Evaluation of Video Masked Autoencoders' Performance and Uncertainty Estimations for Driver Action and Intention Recognition WACV 2024 IBCA: An Intelligent Platform for Social Insurance Benefit Qualification Status Assessment AAAI 2024 Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction AAAI 2024 Uncertainty-Aware Mean Opinion Score Prediction Interspeech 2024 Uncertainty Estimation in Instance Segmentation With Star-Convex Shapes WACV 2024 Uncertainty Estimation in Large Language Models to Support Biodiversity Conservation NAACL 2024