Identifying Spurious Correlations and Correcting them with an Explanation-based Learning

15 November 2022

Papers citing "Identifying Spurious Correlations and Correcting them with an Explanation-based Learning"

9 / 9 papers shown

Title
Detecting Spurious Correlations via Robust Visual Concepts in Real and AI-Generated Image Classification Preetam Prabhu Srikar Dammu Chirag Shah 35 2 0 03 Nov 2023
Distance-Aware eXplanation Based Learning Misgina Tsighe Hagos Niamh Belton Kathleen M. Curran Brian Mac Namee FAtt 25 0 0 11 Sep 2023
Unlearning Spurious Correlations in Chest X-ray Classification Misgina Tsighe Hagos Kathleen M. Curran Brian Mac Namee CML OOD 18 0 0 02 Aug 2023
Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation Wenhao Ding Laixi Shi Yuejie Chi Ding Zhao OOD 27 18 0 15 Jul 2023
Learning from Exemplary Explanations Misgina Tsighe Hagos Kathleen M. Curran Brian Mac Namee FAtt 29 1 0 12 Jul 2023
Discover and Cure: Concept-aware Mitigation of Spurious Correlation Shirley Wu Mert Yuksekgonul Linjun Zhang James Zou 80 56 0 01 May 2023
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI Saugat Aryal Markt. Keane 28 21 0 27 Jan 2023
Impact of Feedback Type on Explanatory Interactive Learning Misgina Tsighe Hagos Kathleen M. Curran Brian Mac Namee 24 7 0 26 Sep 2022
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015