uncertainty estimation

Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction EACL 2023 FastFill: Efficient Compatible Model Update ICLR 2023 Federated Learning with Uncertainty via Distilled Predictive Distributions ACML 2023 Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching CoRL 2023 Frame Interpolation Transformer and Uncertainty Guidance CVPR 2023 Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation CVPR 2023 GFlowOut: Dropout with Generative Flow Networks ICML 2023 Guided Deep Kernel Learning UAI 2023 Guiding Pseudo-Labels With Uncertainty Estimation for Source-Free Unsupervised Domain Adaptation CVPR 2023 How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations CoRL 2023 Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks ACL 2023 Hyperspectral Image Denoising Using Uncertainty-Aware Adjustor IJCAI 2023 Improving Training and Inference of Face Recognition Models via Random Temperature Scaling AAAI 2023 Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation ICCV 2023 Interactive Concept Bottleneck Models AAAI 2023 Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification ICLR 2023 Latent Bottlenecked Attentive Neural Processes ICLR 2023 Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach IJCAI 2023 Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks ICML 2023 Learning the Distribution of Errors in Stereo Matching for Joint Disparity and Uncertainty Estimation CVPR 2023 LM-Polygraph: Uncertainty Estimation for Language Models EMNLP 2023 Locating Noise is Halfway Denoising for Semi-Supervised Segmentation ICCV 2023 Logit-based ensemble distribution distillation for robust autoregressive sequence uncertainties UAI 2023 MapPrior: Bird's-Eye View Map Layout Estimation with Generative Models ICCV 2023 MARS: Meta-learning as Score Matching in the Function Space ICLR 2023