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Réunion thématique du GDR "Géometrie Différentielle et Mécanique" (GDM)

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Workshop IRTG « Computational Mechanics Techniques in High Dimensions »

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LMPS PhD candidates day

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Artificial Intelligence

Pipeline for Semantic Segmentation of Large Railway Point Clouds

This paper presents a novel deep-learning pipeline to segment large railway datasets with minimal manual annotation, notoriously time consuming. The pipeline adapts DINOv2 [11] for labeling point clouds, with tailored self-distillation pre-training…

Hugo Gabrielidis, Filippo Gatti, Stephane Vialle

Lecture Notes in Computer Science -

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