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Tamy Boubekeur

4 accepted papers

2026

MultiMat: Multimodal Program Synthesis for Procedural Materials using Large Multimodal Models

ICLR 2026poster

Material node graphs are programs that generate the 2D channels of procedural materials, including geometry such as roughness and displacement maps, and reflectance such as albedo and conductivity maps. They are essential in computer graphics for representing the appearance of virtual 3D objects par…

Cited by 0SourceScholar
2021

CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds

ICCV 2021poster

Representing human-made objects as a collection of base primitives has a long history in computer vision and reverse engineering. In the case of high-resolution point cloud scans, the challenge is to be able to detect both large primitives as well as those explaining the detailed parts. While the cl…

Cited by 38PDFcodeScholar
2020

Learning Generative Models of Shape Handles

CVPR 2020poster

We present a generative model to synthesize 3D shapes as sets of handles -- lightweight proxies that approximate the original 3D shape -- for applications in interactive editing, shape parsing, and building compact 3D representations. Our model can generate handle sets with varying cardinality and d…

Cited by 34PDFScholar
2018

Proxy Clouds for Live RGB-D Stream Processing and Consolidation

ECCV 2018poster

We propose a new multiplanar superstructure for unified real-time processing of RGB-D data. Modern RGB-D sensors are widely used for indoor 3D capture, with applications ranging from modeling to robotics, through augmented reality. Nevertheless, their use is limited by their low resolution, with fra…

Cited by 2SourcePDFScholar