conftrace_

model uncertainty

90 papers

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Co-occurring keywords

uncertainty quantification (1393) bayesian inference (1907) uncertainty estimation (648) neural network (6616) active learning (1301) data uncertainty (10) large language model (13587) gaussian process (1200) out-of-distribution detection (617) reinforcement learning (4352)

Papers

Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation ACL 2023
Finetuning Offline World Models in the Real World CORL 2023
Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty EMNLP 2023
Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures CVPR 2023
Causal Inference under Interference and Model Uncertainty CLEAR 2023
Bayesian Optimization-Based Combinatorial Assignment AAAI 2023
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection NIPS 2022
Bayesian Model Averaging of Chain Event Graphs for Robust Explanatory Modelling PGM 2022
Adapting the Linearised Laplace Model Evidence for Modern Deep Learning ICML 2022
Bayesian Imitation Learning for End-to-End Mobile Manipulation ICML 2022
NOMU: Neural Optimization-based Model Uncertainty ICML 2022
On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022
Inference and Learning with Model Uncertainty in Probabilistic Logic Programs AAAI 2022
Improving Bayesian Neural Networks by Adversarial Sampling AAAI 2022
Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation EMNLP 2022
Adversarial Robustness Guarantees for Gaussian Processes JMLR 2022
Identifying Wrongly Predicted Samples: A Method for Active Learning WACV 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers COLING 2022
Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ACL 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation EMNLP 2022
Mutual Information Alleviates Hallucinations in Abstractive Summarization EMNLP 2022
From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022
Online Robust Reinforcement Learning with Model Uncertainty NIPS 2021
MOOD: Multi-Level Out-of-Distribution Detection CVPR 2021
Measuring and Improving Model-Moderator Collaboration using Uncertainty Estimation ACL 2021