conftrace_

uncertainty estimation

648 papers

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Also known as

UE

Co-occurring keywords

uncertainty quantification (1393) out-of-distribution detection (617) large language model (13587) bayesian inference (1907) active learning (1301) neural network (6616) semantic segmentation (3186) variational inference (2069) semi-supervised learning (2341) domain adaptation (4595)

Papers

Uncertainty-Aware Deep Multi-View Photometric Stereo CVPR 2022
Entropy-Based Active Learning for Object Detection With Progressive Diversity Constraint CVPR 2022
Deep Depth From Focus With Differential Focus Volume CVPR 2022
RIO: Rotation-Equivariance Supervised Learning of Robust Inertial Odometry CVPR 2022
FisherMatch: Semi-Supervised Rotation Regression via Entropy-Based Filtering CVPR 2022
Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation CVPR 2022
Deep Hybrid Models for Out-of-Distribution Detection CVPR 2022
Azimuth: Systematic Error Analysis for Text Classification EMNLP 2022
Transmission-Guided Bayesian Generative Model for Smoke Segmentation AAAI 2022
Self-distribution distillation: efficient uncertainty estimation UAI 2022
Laplacian Autoencoders for Learning Stochastic Representations NIPS 2022
AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022
Deep Combinatorial Aggregation NIPS 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NIPS 2022
VICE: Variational Interpretable Concept Embeddings NIPS 2022
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning NIPS 2022
Boosting Out-of-distribution Detection with Typical Features NIPS 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation EMNLP 2022
Hyperbolic Image Segmentation CVPR 2022
Robust Depth Completion with Uncertainty-Driven Loss Functions AAAI 2022
Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation AAAI 2022
Improving Evidential Deep Learning via Multi-Task Learning AAAI 2022
UCC: Uncertainty Guided Cross-Head Co-Training for Semi-Supervised Semantic Segmentation CVPR 2022
iFS-RCNN: An Incremental Few-Shot Instance Segmenter CVPR 2022
A Variational Bayesian Method for Similarity Learning in Non-Rigid Image Registration CVPR 2022