Corentin Sautier

According to our database, Corentin Sautier authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer.

David Picard, Nicolas Dufour, Lucas Degeorge, Arijit Ghosh, Davide Allegro, Tom Ravaud, Yohann Perron, Corentin Sautier, Zeynep Sonat Baltaci, Fei Meng, Syrine Kalleli, Marta López-Rauhut, Thibaut Loiseau, Ségolène Albouy, Raphaël Baena, Elliot Vincent, Loïc Landrieu

CoRR, April, 2026

Is Clustering Enough for LiDAR Instance Segmentation? A State-of-the-Art Training-Free Baseline.

Corentin Sautier, Gilles Puy, Alexandre Boulch, Renaud Marlet, Vincent Lepetit

Proceedings of the International Conference on 3D Visio, 2026

2025

sim2art: Accurate Articulated Object Modeling from a Single Video using Synthetic Training Data Only.

Arslan Artykov, Corentin Sautier, Vincent Lepetit

CoRR, December, 2025

Clustering is back: Reaching state-of-the-art LiDAR instance segmentation without training.

Corentin Sautier, Gilles Puy, Alexandre Boulch, Renaud Marlet, Vincent Lepetit

CoRR, March, 2025

UNIT: Unsupervised Online Instance Segmentation Through Time.

Corentin Sautier, Gilles Puy, Alexandre Boulch, Renaud Marlet, Vincent Lepetit

Proceedings of the International Conference on 3D Vision, 2025

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point Clouds.

Corentin Sautier, Gilles Puy, Alexandre Boulch, Renaud Marlet, Vincent Lepetit

Proceedings of the International Conference on 3D Vision, 2024

2023

Revisiting the Distillation of Image Representations into Point Clouds for Autonomous Driving.

Gilles Puy, Spyros Gidaris, Alexandre Boulch, Oriane Siméoni, Corentin Sautier, Patrick Pérez, Andrei Bursuc, Renaud Marlet

CoRR, 2023

ALSO: Automotive Lidar Self-Supervision by Occupancy Estimation.

Alexandre Boulch, Corentin Sautier, Björn Michele, Gilles Puy, Renaud Marlet

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

2022

Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data.

Corentin Sautier, Gilles Puy, Spyros Gidaris, Alexandre Boulch, Andrei Bursuc, Renaud Marlet

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022