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

Modeling Aleatoric Uncertainty for Camouflaged Object Detection WACV 2022
On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization AISTATS 2022
Tractable Function-Space Variational Inference in Bayesian Neural Networks NIPS 2022
On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks IJCAI 2022
Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers ACL 2022
Functional Ensemble Distillation NIPS 2022
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022
Lalilo: A Reading Assistant for Children Featuring Speech Recognition-Based Reading Mistake Detection INTERSPEECH 2021
The promises and pitfalls of deep kernel learning UAI 2021
Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation WACV 2021
Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates EACL 2021
Disrupting Deep Uncertainty Estimation Without Harming Accuracy NIPS 2021
Regressing Location on Text for Probabilistic Geocoding ACL 2021
Uncertainty Guided Collaborative Training for Weakly Supervised Temporal Action Detection CVPR 2021
Know your limits: Uncertainty estimation with ReLU classifiers fails at reliable OOD detection UAI 2021
Gradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks AAAI 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation ICCV 2021
Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations? AISTATS 2021
Pixel-Wise Anomaly Detection in Complex Driving Scenes CVPR 2021
Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression CVPR 2021
Alignment Attention by Matching Key and Query Distributions NIPS 2021
Do Not Forget to Attend to Uncertainty While Mitigating Catastrophic Forgetting WACV 2021
Estimating Uncertainty Intervals from Collaborating Networks JMLR 2021
Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021