uncertainty estimation

Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024 Decompose and Compare Consistency: Measuring VLMs’ Answer Reliability via Task-Decomposition Consistency Comparison EMNLP 2024 Deep Active Learning with Noise Stability AAAI 2024 Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation WACV 2024 Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts AISTATS 2024 Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts ICML 2024 Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization NeurIPS 2024 DifFlow3D: Toward Robust Uncertainty-Aware Scene Flow Estimation with Iterative Diffusion-Based Refinement CVPR 2024 DiffSF: Diffusion Models for Scene Flow Estimation NeurIPS 2024 Discriminant Distance-Aware Representation on Deterministic Uncertainty Quantification Methods AISTATS 2024 Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? ACL 2024 DORY: Deliberative Prompt Recovery for LLM ACL 2024 Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning AISTATS 2024 EGonc : Energy-based Open-Set Node Classification with substitute Unknowns NeurIPS 2024 Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning NeurIPS 2024 Enabling Uncertainty Estimation in Iterative Neural Networks ICML 2024 Evaluation of Video Masked Autoencoders' Performance and Uncertainty Estimations for Driver Action and Intention Recognition WACV 2024 Evidential Uncertainty-Guided Mitochondria Segmentation for 3D EM Images AAAI 2024 ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More CVPR 2024 Graph-based Uncertainty Metrics for Long-form Language Model Generations NeurIPS 2024 Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processing COLING 2024 Hierarchical Selective Classification NeurIPS 2024 HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NeurIPS 2024 Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection NeurIPS 2024 Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning ACL 2024