Guillaume Vray

According to our database, Guillaume Vray authored at least 11 papers between 2019 and 2024.

Collaborative distances:

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

2024

Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology.

Guillaume Vray, Devavrat Tomar, Behzad Bozorgtabar, Jean-Philippe Thiran

IEEE Trans. Medical Imaging, May, 2024

Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation.

Devavrat Tomar, Guillaume Vray, Jean-Philippe Thiran, Behzad Bozorgtabar

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Source-Free Open-Set Domain Adaptation for Histopathological Images via Distilling Self-Supervised Vision Transformer.

Guillaume Vray, Devavrat Tomar, Behzad Bozorgtabar, Jean-Philippe Thiran

CoRR, 2023

TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation.

Devavrat Tomar, Guillaume Vray, Behzad Bozorgtabar, Jean-Philippe Thiran

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

2022

Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation.

Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

OptTTA: Learnable Test-Time Augmentation for Source-Free Medical Image Segmentation Under Domain Shift.

Devavrat Tomar, Guillaume Vray, Jean-Philippe Thiran, Behzad Bozorgtabar

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021

Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation.

Devavrat Tomar, Manana Lortkipanidze, Guillaume Vray, Behzad Bozorgtabar, Jean-Philippe Thiran

IEEE Trans. Medical Imaging, 2021

SOoD: Self-Supervised Out-of-Distribution Detection Under Domain Shift for Multi-Class Colorectal Cancer Tissue Types.

Behzad Bozorgtabar, Guillaume Vray, Dwarikanath Mahapatra, Jean-Philippe Thiran

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

2020

Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning.

Behzad Bozorgtabar, Dwarikanath Mahapatra, Guillaume Vray, Jean-Philippe Thiran

CoRR, 2020

SALAD: Self-supervised Aggregation Learning for Anomaly Detection on X-Rays.

Behzad Bozorgtabar, Dwarikanath Mahapatra, Guillaume Vray, Jean-Philippe Thiran

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

G2-VER: Geometry Guided Model Ensemble for Video-based Facial Expression Recognition.

Tanguy Albrici, Mandana Fasounaki, Saleh Bagher Salimi, Guillaume Vray, Behzad Bozorgtabar, Hazim Kemal Ekenel, Jean-Philippe Thiran

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019