Semantic Prototypes: Enhancing Transparency Without Black Boxes

Semantic Prototypes: Enhancing Transparency Without Black Boxes

18 July 2024

Orfeas Menis-Mastromichalakis

Giorgos Filandrianos

Edmund Dervakos

Giorgos Stamou

Papers citing "Semantic Prototypes: Enhancing Transparency Without Black Boxes"

4 / 4 papers shown

Title
This part looks alike this: identifying important parts of explained instances and prototypes Jacek Karolczak Jerzy Stefanowski 12 0 0 08 May 2025
MusicLIME: Explainable Multimodal Music Understanding Theodoros Sotirou Vassilis Lyberatos Orfeas Menis-Mastromichalakis Giorgos Stamou 9 2 0 16 Sep 2024
Structure Your Data: Towards Semantic Graph Counterfactuals Angeliki Dimitriou Maria Lymperaiou Giorgos Filandrianos Konstantinos Thomas Giorgos Stamou 11 3 0 11 Mar 2024
Interpretable Image Classification with Differentiable Prototypes Assignment Dawid Rymarczyk Lukasz Struski Michal Górszczak K. Lewandowska Jacek Tabor Bartosz Zieliñski 31 97 0 06 Dec 2021