Publications

2024 TMLR

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

Nikita Durasov, Nik Dorndorf, Hieu Le, Pascal Fua

Transactions on Machine Learning Research (TMLR), 2024

Paper arXiv Code Project Page
2024 CVPR

Garment Recovery with Shape and Deformation Priors

Ren Li, Corentin Dumery, Benoit Guillard, Pascal Fua

Conference on Computer Vision and Pattern Recognition (CVPR), 2024

Paper arXiv Code Project Page
2023 NIPS

ISP: Multi-Layered Garment Draping with Implicit Sewing Patterns

Ren Li, Benoit Guillard, Pascal Fua

Advances in Neural Information Processing Systems (NIPS), 2023

Paper arXiv Code Project Page
2023 ICCV

GECCO: Geometrically-Conditioned Point Diffusion Models

Michał J. Tyszkiewicz (EPFL), Pascal Fua (EPFL), Eduard Trulls (Google)

International Conference on Computer Vision (ICCV), 2023

Paper arXiv Code Project Page
2023 CVPR

DrapeNet: Garment Generation and Self-Supervised Draping

Luca De Luigi*, Ren Li*, Benoit Guillard, Mathieu Salzmann, Pascal Fua

Conference on Computer Vision and Pattern Recognition (CVPR), 2023

Paper arXiv Code Project Page
2022 3DV

Long Term Motion Prediction Using Keyposes

Sena Kiciroglu, Wei Wang, Mathieu Salzmann, Pascal Fua

International Conference on 3D Vision (3DV), 2022

Paper arXiv Code Project Page
2022 CVPR Oral

Leveraging Self-Supervision for Cross-Domain Crowd Counting

Weizhe Liu, Nikita Durasov, Pascal Fua

Conference on Computer Vision and Pattern Recognition (CVPR), 2022

Paper arXiv Code Project Page
2022 3DV

HybridSDF: Combining Deep Implicit Shapes and Geometric Primitives for 3D Shape Representation and Manipulation

Subeesh Vasu, Nicolas Talabot, Artem Lukoianov, Pierre Baqué, Jonathan Donier, Pascal Fua

International Conference on 3D Vision (3DV), 2022

Paper arXiv Project Page
2022 TMI

Adjusting The Ground Truth Annotations for Connectivity-Based Learning to Delineate

Doruk Oner, Leonardo Citraro, Mateusz Kozinski, Pascal Fua

IEEE Transactions on Medical Imaging, 2022

Paper arXiv Code Project Page
2021 CVPR

Masksembles for Uncertainty Estimation

Nikita Durasov, Timur Bagautdinov, Pierre Baque, Pascal Fua

Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Paper arXiv Code Project Page
2021 TPAMI

Promoting Connectivity of Network-Like Structures by Enforcing Region Separation

Doruk Oner Mateusz Kozinski, Leonardo Citraro, Nathan C. Dadap, Alexandra G. Konings, Pascal Fua

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021

Paper arXiv Code Project Page
2021 ICCV

Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases

Jan Bednarik, Vladimir G. Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann, Pascal Fua, Noam Aigerman

International Conference on Computer Vision (ICCV), 2021

Paper arXiv Code Project Page