Do you see what I see? An Ambiguous Optical Illusion Dataset exposing limitations of Explainable AI

27 May 2025

Papers citing "Do you see what I see? An Ambiguous Optical Illusion Dataset exposing limitations of Explainable AI"

24 / 24 papers shown

Title
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation Thomas Fel Victor Boutin Mazda Moayeri Rémi Cadène Louis Bethune Léo Andéol Mathieu Chalvidal Thomas Serre FAtt 34 57 0 11 Jun 2023
CRAFT: Concept Recursive Activation FacTorization for Explainability Thomas Fel Agustin Picard Louis Bethune Thibaut Boissin David Vigouroux Julien Colin Rémi Cadène Thomas Serre 48 106 0 17 Nov 2022
Concept-level Debugging of Part-Prototype Networks A. Bontempelli Stefano Teso Katya Tentori Fausto Giunchiglia Andrea Passerini 48 53 0 31 May 2022
Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding Xun Long Ng Kian Eng Ong Qichen Zheng Yun Ni S. Yeo Jing Liu VGen 49 85 0 18 Apr 2022
GLocalX -- From Local to Global Explanations of Black Box AI Models Mattia Setzu Riccardo Guidotti A. Monreale Franco Turini D. Pedreschi F. Giannotti 39 119 0 19 Jan 2021
ETH-XGaze: A Large Scale Dataset for Gaze Estimation under Extreme Head Pose and Gaze Variation Xucong Zhang Seonwook Park Thabo Beeler D. Bradley Siyu Tang Otmar Hilliges 42 237 0 31 Jul 2020
Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors Ruihan Zhang Prashan Madumal Tim Miller Krista A. Ehinger Benjamin I. P. Rubinstein FAtt 26 98 0 27 Jun 2020
Getting a CLUE: A Method for Explaining Uncertainty Estimates Javier Antorán Umang Bhatt T. Adel Adrian Weller José Miguel Hernández-Lobato UQCV BDL 60 115 0 11 Jun 2020
EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis Andrea Morichetta P. Casas Marco Mellia 28 56 0 03 Mar 2020
Gaze360: Physically Unconstrained Gaze Estimation in the Wild Petr Kellnhofer Adrià Recasens Simon Stent Wojciech Matusik Antonio Torralba 69 333 0 22 Oct 2019
On Completeness-aware Concept-Based Explanations in Deep Neural Networks Chih-Kuan Yeh Been Kim Sercan O. Arik Chun-Liang Li Tomas Pfister Pradeep Ravikumar FAtt 172 302 0 17 Oct 2019
On Empirical Comparisons of Optimizers for Deep Learning Dami Choi Christopher J. Shallue Zachary Nado Jaehoon Lee Chris J. Maddison George E. Dahl 60 259 0 11 Oct 2019
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces M. H. Khan J. McDonagh Salman Khan M. Shahabuddin Aditya Arora Fahad Shahbaz Khan Ling Shao Georgios Tzimiropoulos CVBM 31 47 0 11 Sep 2019
Explaining Classifiers with Causal Concept Effect (CaCE) Yash Goyal Amir Feder Uri Shalit Been Kim CML 67 175 0 16 Jul 2019
Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations R. Mothilal Amit Sharma Chenhao Tan CML 100 1,005 0 19 May 2019
A Differential Approach for Gaze Estimation Gang Liu Yu Yu Kenneth Alberto Funes Mora J. Odobez 46 110 0 20 Apr 2019
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 165 1,172 0 27 Jun 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) Been Kim Martin Wattenberg Justin Gilmer Carrie J. Cai James Wexler F. Viégas Rory Sayres FAtt 158 1,817 0 30 Nov 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 446 21,459 0 22 May 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 108 5,920 0 04 Mar 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 205 19,796 0 07 Oct 2016
PET: An Eye-tracking Dataset for Animal-centric PASCAL Object Classes S. O. Gilani Subramanian Ramanathan Yan Yan D. Melcher N. Sebe Stefan Winkler 17 21 0 06 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
Appearance-Based Gaze Estimation in the Wild Xucong Zhang Yusuke Sugano Mario Fritz Andreas Bulling 40 791 0 11 Apr 2015