Interpretable Distribution Shift Detection using Optimal Transport

Interpretable Distribution Shift Detection using Optimal Transport

4 August 2022

Jennifer Wortman Vaughan

David Alvarez-Melis

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Papers citing "Interpretable Distribution Shift Detection using Optimal Transport"

8 / 8 papers shown

Title
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford Jan van Gemert 97 61 0 11 Aug 2021
Energy-based Out-of-distribution Detection Weitang Liu Xiaoyun Wang John Douglas Owens Yixuan Li OODD 271 1,374 0 08 Oct 2020
Robust Out-of-distribution Detection for Neural Networks Jiefeng Chen Yixuan Li Xi Wu Yingyu Liang S. Jha OODD 195 87 0 21 Mar 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 128 205 0 07 Feb 2020
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 232 2,151 0 01 Mar 2018
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks Shiyu Liang Yixuan Li R. Srikant UQCV OODD 171 2,082 0 08 Jun 2017
Visualizing Deep Neural Network Decisions: Prediction Difference Analysis L. Zintgraf Taco S. Cohen T. Adel Max Welling FAtt 143 709 0 15 Feb 2017
Not Just a Black Box: Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Shcherbina A. Kundaje FAtt 87 791 0 05 May 2016