Puy, Gilles

14 publications

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

ICLR 2023 Self-Supervised Learning with Rotation-Invariant Kernels Léon Zheng, Gilles Puy, Elisa Riccietti, Patrick Perez, Rémi Gribonval

CVPR 2023 Unsupervised Object Localization: Observing the Background to Discover Objects Oriane Siméoni, Chloé Sekkat, Gilles Puy, Antonín Vobecký, Éloi Zablocki, Patrick Pérez

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

ICCV 2023 You Never Get a Second Chance to Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation Nermin Samet, Oriane Siméoni, Gilles Puy, Georgy Ponimatkin, Renaud Marlet, Vincent Lepetit

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 2021 OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Perez

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

ICML 2016 Compressive Spectral Clustering Nicolas Tremblay, Gilles Puy, Remi Gribonval, Pierre Vandergheynst