Abstract: Dynamic 3D point cloud sequences serve as one of the most common and practical representation modalities of dynamic real-world environments. However, their unstructured nature in both ...
VLM-3R is a unified Vision-Language Model (VLM) framework integrating 3D reconstructive instruction tuning for deep spatial understanding from monocular video. The rapid advancement of Large ...
Abstract: Geometric deep learning (GDL) has emerged as a powerful paradigm for analyzing complex data represented in non-Euclidean domains. In the field of neuroimaging, 3D meshes have become a ...
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