Boulch, Alexandre

18 publications

ICCV 2025 GaussRender: Learning 3D Occupancy with Gaussian Rendering Loick Chambon, Eloi Zablocki, Alexandre Boulch, Mickael Chen, Matthieu Cord

CVPRW 2024 OccFeat: Self-Supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris, Andrei Bursuc, Antonín Vobecký, Patrick Pérez, Renaud Marlet

ECCVW 2024 ReGentS: Real-World Safety-Critical Driving Scenario Generation Made Stable Yuan Yin, Pegah Khayatan, Éloi Zablocki, Alexandre Boulch, Matthieu Cord

CVPR 2024 Three Pillars Improving Vision Foundation Model Distillation for LiDAR Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet

ECCV 2024 Train till You Drop: Towards Stable and Robust Source-Free Unsupervised 3D Domain Adaptation Björn Michele, Alexandre Boulch, Tuan-Hung Vu, Gilles Puy, Renaud Marlet, Nicolas Courty

ECCVW 2024 Valeo4Cast: A Modular Approach to End-to-End Forecasting Yihong Xu, Éloi Zablocki, Alexandre Boulch, Gilles Puy, Mickaël Chen, Florent Bartoccioni, Nermin Samet, Oriane Siméoni, Spyros Gidaris, Tuan-Hung Vu, Andrei Bursuc, Eduardo Valle, Renaud Marlet, Matthieu Cord

CVPR 2023 ALSO: Automotive LiDAR Self-Supervision by Occupancy Estimation Alexandre Boulch, Corentin Sautier, Björn Michele, Gilles Puy, Renaud Marlet

CVPR 2023 RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving Angelika Ando, Spyros Gidaris, Andrei Bursuc, Gilles Puy, Alexandre Boulch, Renaud Marlet

ICCV 2023 Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation Gilles Puy, Alexandre Boulch, Renaud Marlet

MLJ 2023 Weakly Supervised Change Detection Using Guided Anisotropic Diffusion Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

CVPR 2022 Image-to-LiDAR Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet

CVPR 2022 POCO: Point Convolution for Surface Reconstruction Alexandre Boulch, Renaud Marlet

MLJ 2022 Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-Task Network Study Javiera Castillo-Navarro, Bertrand Le Saux, Alexandre Boulch, Nicolas Audebert, Sébastien Lefèvre

ICLRW 2021 Energy-Based Models for Earth Observation Applications Javiera Castillo Navarro, Bertrand Le Saux, Alexandre Boulch, Sébastien Lefèvre

ICCV 2021 PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds Anh-Quan Cao, Gilles Puy, Alexandre Boulch, Renaud Marlet

ECCV 2020 FLOT: Scene Flow on Point Clouds Guided by Optimal Transport Gilles Puy, Alexandre Boulch, Renaud Marlet

CVPRW 2019 Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, Yann Gousseau

ICCVW 2017 SnapNet-R: Consistent 3D Multi-View Semantic Labeling for Robotics Joris Guerry, Alexandre Boulch, Bertrand Le Saux, Julien Moras, Aurélien Plyer, David Filliat