Conference papers

Conference Papers


Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning

T. Lebailly; T. G. Stegmüller; B. Bozorgtabar; J-P. Thiran; T. Tuytelaars 

2023. International Conference on Computer Vision (ICCV2023), Paris, France, October 2-6, 2023.

CrOC: Cross-View Online Clustering for Dense Visual Representation Learning

T. G. Stegmüller; T. Lebailly; B. Bozorgtabar; T. Tuytelaars; J-P. Thiran 

2023. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2023), Vancouver, Canada, June, 18-22, 2023.

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

D. Tomar; G. M. G. Vray; B. Bozorgtabar; J-P. Thiran 

2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, Vancouver, Canada, June 18-22, 2023.

ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification

T. Stegmuller; B. Bozorgtabar; A. Spahr; J-P. Thiran 

2023-01-01. 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Waikoloa, HI, Jan 03-07, 2023. p. 6159-6168. DOI : 10.1109/WACV56688.2023.00611.


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

D. Tomar; G. M. G. Vray; B. Bozorgtabar; J-P. Thiran 

2022. 5th International Conference on Medical Imaging with Deep Learning, Zurich, Switzerland, July 6-8, 2022. p. 1192-1217.

Slice Estimation in Diffusion MRI of Neonatal and Fetal Brains in Image and Spherical Harmonics Domains Using Autoencoders

H. Kebiri; G. Girard; Y. Aleman-Gomez; T. Yu; A. Jakab et al. 

2022-01-01. 13th International Workshop on Computational Diffusion MRI (CDMRI), Singapore, SINGAPORE, Sep 22, 2022. p. 3-13. DOI : 10.1007/978-3-031-21206-2_1.

Natural-Looking Adversarial Examples From Freehand Sketches

H. G. Kim; D. Nanni; S. Suesstrunk 

2022-01-01. 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, SINGAPORE, May 22-27, 2022. p. 3723-3727. DOI : 10.1109/ICASSP43922.2022.9747480.


Leman-PV as a clinical decision-support tool to assess MS activity: a multicentric longitudinal study at 1.5T and 3T MRI

R. -A. Todea; L. Melie-Garcia; M. Barakovic; N. Siebenborn; R. Rahmanzadeh et al. 

2021-10-01.  p. 456-457.

Automated detection of cortical lesions with single and multi-contrast 7T MRI

F. La Rosa; E. S. Beck; J. Maranzano; J. -P. Thiran; C. Granziera et al. 

2021-10-01.  p. 458-459.

Cortical lesion detection using FLAWS in multiple sclerosis

J. Muller; R. Rahmanzadeh; C. Tsagkas; M. Barakovic; P. -J. Lu et al. 

2021-10-01.  p. 433-434.