3 citations · 8 across the 6 of their papers we have counts for
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cs.CV2022★ 3 cited
Domain generalization of 3D semantic segmentation in autonomous driving
Jules Sanchez, Jean-Emmanuel Deschaud, Francois Goulette
Using deep learning, 3D autonomous driving semantic segmentation has become a well-studied subject, with methods that can reach very high performance. Nonetheless, because of the l…
cs.CV2022
COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasets
Jules Sanchez, Jean-Emmanuel Deschaud, François Goulette
Transfer learning is a proven technique in 2D computer vision to leverage the large amount of data available and achieve high performance with datasets limited in size due to the c…