Effect of Superpixel Aggregation on Explanations in LIME -- A Case Study with Biological Data

17 October 2019

Papers citing "Effect of Superpixel Aggregation on Explanations in LIME -- A Case Study with Biological Data"

4 / 4 papers shown

Title
REVEL Framework to measure Local Linear Explanations for black-box models: Deep Learning Image Classification case of study Iván Sevillano-García Julián Luengo-Martín Francisco Herrera XAI FAtt 21 7 0 11 Nov 2022
LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations Weronika Hryniewska Adrianna Grudzieñ P. Biecek FAtt 53 3 0 15 Nov 2021
GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial Learning Silvan Mertes Tobias Huber Katharina Weitz Alexander Heimerl Elisabeth André GAN AAML MedIm 26 69 0 22 Dec 2020
Visualizing Color-wise Saliency of Black-Box Image Classification Models Yuhki Hatakeyama Hiroki Sakuma Yoshinori Konishi Kohei Suenaga FAtt 19 3 0 06 Oct 2020