uncertainty estimation

Structured Dropout Variational Inference for Bayesian Neural Networks NeurIPS 2021 SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning ICML 2021 The promises and pitfalls of deep kernel learning UAI 2021 Trusted Multi-View Classification ICLR 2021 Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions NeurIPS 2021 Trust Your Robots! Predictive Uncertainty Estimation of Neural Networks with Sparse Gaussian Processes CoRL 2021 T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation ICCV 2021 UASNet: Uncertainty Adaptive Sampling Network for Deep Stereo Matching ICCV 2021 Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training EMNLP 2021 Uncertainty-Aware Camera Pose Estimation From Points and Lines CVPR 2021 Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data Interspeech 2021 Uncertainty-Aware Human Mesh Recovery From Video by Learning Part-Based 3D Dynamics ICCV 2021 Uncertainty-Aware Machine Translation Evaluation EMNLP 2021 Uncertainty-Aware Multi-View Representation Learning AAAI 2021 Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach AAAI 2021 Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble NeurIPS 2021 Uncertainty-Driven Loss for Single Image Super-Resolution NeurIPS 2021 Uncertainty Estimation in Autoregressive Structured Prediction ICLR 2021 Uncertainty Guided Collaborative Training for Weakly Supervised Temporal Action Detection CVPR 2021 Uncertainty-Guided Model Generalization to Unseen Domains CVPR 2021 Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance EMNLP 2021 Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning ICML 2021 Understanding the Under-Coverage Bias in Uncertainty Estimation NeurIPS 2021 Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021 ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture CVPR 2020