Guillaume Jeanneret

According to our database, Guillaume Jeanneret authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards Explainable and Interpretable Deep Neural Networks. (Vers des réseaux neuronaux profonds de classification d'images explicables et interprétables).

Guillaume Jeanneret

PhD thesis, 2024

Diffusion Models for Counterfactual Explanations.

Guillaume Jeanneret, Loïc Simon, Frédéric Jurie

Comput. Vis. Image Underst., 2024

Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach.

Guillaume Jeanneret, Loïc Simon, Frédéric Jurie

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

BoDiffusion: Diffusing Sparse Observations for Full-Body Human Motion Synthesis.

Angela Castillo, María Escobar, Guillaume Jeanneret, Albert Pumarola, Pablo Arbeláez, Ali K. Thabet, Artsiom Sanakoyeu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Adversarial Counterfactual Visual Explanations.

Guillaume Jeanneret, Loïc Simon, Frédéric Jurie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

MAIN: Multi-Attention Instance Network for video segmentation.

Juan León Alcázar, María Alejandra Bravo, Guillaume Jeanneret, Ali K. Thabet, Thomas Brox, Pablo Arbeláez, Bernard Ghanem

Comput. Vis. Image Underst., 2021

Enhancing Adversarial Robustness via Test-time Transformation Ensembling.

Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Laura Rueda, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

A Hierarchical Assessment of Adversarial Severity.

Guillaume Jeanneret, Juan C. Pérez, Pablo Arbeláez

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Gabor Layers Enhance Network Robustness.

Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Robust Gabor Networks.

Juan C. Pérez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali K. Thabet, Bernard Ghanem, Pablo Arbeláez

CoRR, 2019