uncertainty estimation

Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification NeurIPS 2023 Revisiting Rotation Averaging: Uncertainties and Robust Losses CVPR 2023 Safe Multi-View Deep Classification AAAI 2023 SAM as an Optimal Relaxation of Bayes ICLR 2023 Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior: From Theory to Practice JMLR 2023 Secure Out-of-Distribution Task Generalization with Energy-Based Models NeurIPS 2023 Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation ICLR 2023 Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks AAAI 2023 Seq-UPS: Sequential Uncertainty-Aware Pseudo-Label Selection for Semi-Supervised Text Recognition WACV 2023 Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning ICCV 2023 Switchable Representation Learning Framework With Self-Compatibility CVPR 2023 The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation NeurIPS 2023 The Treasure Beneath Multiple Annotations: An Uncertainty-Aware Edge Detector CVPR 2023 TiDAL: Learning Training Dynamics for Active Learning ICCV 2023 Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification NeurIPS 2023 Topology-Aware Uncertainty for Image Segmentation NeurIPS 2023 UCoL: Unsupervised Learning of Discriminative Facial Representations via Uncertainty-Aware Contrast AAAI 2023 Uncertainty-Aware Image Captioning AAAI 2023 Uncertainty-Aware Instance Reweighting for Off-Policy Learning NeurIPS 2023 Uncertainty-Aware Interactive LiDAR Sampling for Deep Depth Completion WACV 2023 Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection CVPR 2023 Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023 Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling AAAI 2023 Uncertainty Estimation by Fisher Information-based Evidential Deep Learning ICML 2023 Uncertainty Estimation for Connectionist Temporal Classification Based Automatic Speech Recognition Interspeech 2023