Density-Softmax: Efficient Test-time Model for Uncertainty Estimation
and Robustness under Distribution Shifts

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Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts

13 February 2023

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Papers citing "Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts"

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Title
A Simple and Effective Method for Uncertainty Quantification and OOD Detection Yaxin Ma Benjamin Colburn José C. Príncipe UQCV BDL 43 0 0 01 Aug 2025
Disentangling Uncertainties by Learning Compressed Data Representation Zhiyu An Zhibo Hou Wan Du UQCV UD 127 0 0 20 Mar 2025
On the challenges of detecting MCI using EEG in the wild Aayush Mishra David Joffe Sankara Surendra Telidevara David S Oakley Anqi Liu 107 0 0 15 Jan 2025
Variance-Aware Linear UCB with Deep Representation for Neural Contextual Bandits H. Bui Enrique Mallada Anqi Liu 606 1 0 08 Nov 2024
Source-Free Domain-Invariant Performance Prediction Ekaterina Khramtsova Mahsa Baktashmotlagh Guido Zuccon Xi Wang Mathieu Salzmann UQCV 122 1 0 05 Aug 2024
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks Wataru Hashimoto Hidetaka Kamigaito Taro Watanabe 171 0 0 02 Jul 2024
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution Shifts H. Bui Anqi Liu OOD BDL UQCV 199 4 0 07 Mar 2024
Calibrated and Sharp Uncertainties in Deep Learning via Density Estimation Volodymyr Kuleshov Shachi Deshpande UQCV BDL 529 34 0 14 Dec 2021
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness Jeremiah Zhe Liu Zi Lin Shreyas Padhy Dustin Tran Tania Bedrax-Weiss Balaji Lakshminarayanan UQCV BDL 350 473 0 17 Jun 2020