(2024) Diffusion Models as Data Mining Tools ⭐

Ioannis Siglidis, Aleksander Holynski, Alexei A. Efros, Mathieu Aubry, Shiry Ginosar
European Conference on Computer Vision (ECCV)

(2024) The Learnable Typewriter: A generative approach to text analysis.

Ioannis Siglidis, Nicolas Gonthier, Julien Gaubil, Tom Monnier, Mathieu Aubry
Best Paper Award; Internation Conference of Document Analysis and Recognition (ICDAR)

(2024) An Interpretable Deep Learning Approach for Morphological Script Type Analysis

Malamatenia Vlachou-Efstathiou, Ioannis Siglidis, Dominique Stutzmann, Mathieu Aubry,
Internation Workshop on Computational Paleography (IWCP)

(2024) OpenStreetView-5M The Many Roads to Global Visual Geolocation

Guillaume Astruc* Nicolas Dufour* Ioannis Siglidis*, Constantin Aronssohn, Nacim Bouia, Stephanie Fu,
Romain Loiseau, Van Nguyen Nguyen, Charles Raude, Elliot Vincent, Lintao XU, Hongyu Zhou, Loic Landrieu
Computer Vision and Pattern Recognition (CVPR)

(2021) Graph kernels: A survey

Giannis Nikolentzos, Giannis Siglidis, Michalis Vazirgiannis
Journal of Artificial Intelligence Research (JAIR)

(2020) GraKeL: A Graph Kernel Library in Python

Journal of Machine Learning Research (JMLR)