Characterizing Out-of-Distribution Error via Optimal Transport

Characterizing Out-of-Distribution Error via Optimal Transport

25 May 2023

Yuzhe Lu

Simon Stepputtis

Joseph Campbell

Katia P. Sycara

Papers citing "Characterizing Out-of-Distribution Error via Optimal Transport"

11 / 11 papers shown

Title
Performance Estimation in Binary Classification Using Calibrated Confidence Juhani Kivimäki Jakub Białek W. Kuberski J. Nurminen 50 0 0 08 May 2025
Towards Unsupervised Model Selection for Domain Adaptive Object Detection Hengfu Yu Jinhong Deng Wen Li Lixin Duan 45 0 0 23 Dec 2024
OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable? Liangze Jiang Damien Teney OODD OOD 28 1 0 03 Oct 2024
Active Testing of Large Language Model via Multi-Stage Sampling Yuheng Huang Jiayang Song Qiang Hu Felix Juefei-Xu Lei Ma 35 2 0 07 Aug 2024
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions? Weijie Tu Weijian Deng Liang Zheng Tom Gedeon 40 0 0 14 Jun 2024
Assessing Model Generalization in Vicinity Yuchi Liu Yifan Sun Jingdong Wang Liang Zheng AAML 33 0 0 13 Jun 2024
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts Renchunzi Xie Ambroise Odonnat Vasilii Feofanov Weijian Deng Jianfeng Zhang Bo An 54 2 0 29 May 2024
A Survey on Evaluation of Out-of-Distribution Generalization Han Yu Jiashuo Liu Xingxuan Zhang Jiayun Wu Peng Cui OOD 47 8 0 04 Mar 2024
Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift Renchunzi Xie Ambroise Odonnat Vasilii Feofanov I. Redko Jianfeng Zhang Bo An UQCV 80 1 0 17 Jan 2024
Language-Conditioned Imitation Learning for Robot Manipulation Tasks Simon Stepputtis Joseph Campbell Mariano Phielipp Stefan Lee Chitta Baral H. B. Amor LM&Ro 124 193 0 22 Oct 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 80 194 0 07 Feb 2020