What does LIME really see in images?

11 February 2021

Papers citing "What does LIME really see in images?"

17 / 17 papers shown

Title
Study on the Helpfulness of Explainable Artificial Intelligence Tobias Labarta Elizaveta Kulicheva Ronja Froelian Christian Geißler Xenia Melman Julian von Klitzing ELM 33 0 0 14 Oct 2024
Provably Better Explanations with Optimized Aggregation of Feature Attributions Thomas Decker Ananta R. Bhattarai Jindong Gu Volker Tresp Florian Buettner 28 2 0 07 Jun 2024
CAM-Based Methods Can See through Walls Magamed Taimeskhanov R. Sicre Damien Garreau 21 1 0 02 Apr 2024
Using Stratified Sampling to Improve LIME Image Explanations Muhammad Rashid E. Amparore Enrico Ferrari Damiano Verda FAtt 17 2 0 26 Mar 2024
SurvBeNIM: The Beran-Based Neural Importance Model for Explaining the Survival Models Lev V. Utkin Danila Eremenko A. Konstantinov 23 0 0 11 Dec 2023
GLIME: General, Stable and Local LIME Explanation Zeren Tan Yang Tian Jian Li FAtt LRM 13 19 0 27 Nov 2023
Fairness Explainability using Optimal Transport with Applications in Image Classification Philipp Ratz Franccois Hu Arthur Charpentier 20 0 0 22 Aug 2023
On the Robustness of Text Vectorizers R. Catellier Samuel Vaiter Damien Garreau OOD 26 2 0 09 Mar 2023
Stop overkilling simple tasks with black-box models and use transparent models instead Matteo Rizzo Matteo Marcuzzo A. Zangari A. Gasparetto A. Albarelli VLM 21 0 0 06 Feb 2023
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning Misgina Tsighe Hagos Kathleen M. Curran Brian Mac Namee 20 10 0 15 Nov 2022
A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture Jiayun Luo Boyang Albert Li Cyril Leung 53 11 0 20 Oct 2022
The Manifold Hypothesis for Gradient-Based Explanations Sebastian Bordt Uddeshya Upadhyay Zeynep Akata U. V. Luxburg FAtt AAML 28 12 0 15 Jun 2022
How to scale hyperparameters for quickshift image segmentation Damien Garreau 13 1 0 23 Jan 2022
An Imprecise SHAP as a Tool for Explaining the Class Probability Distributions under Limited Training Data Lev V. Utkin A. Konstantinov Kirill Vishniakov FAtt 29 5 0 16 Jun 2021
Ensembles of Random SHAPs Lev V. Utkin A. Konstantinov FAtt 16 20 0 04 Mar 2021
An Analysis of LIME for Text Data Dina Mardaoui Damien Garreau FAtt 134 45 0 23 Oct 2020
Looking Deeper into Tabular LIME Damien Garreau U. V. Luxburg FAtt LMTD 104 30 0 25 Aug 2020