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Yu-Shen Liu*

2 accepted papers

2024

Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes

ECCV 2024poster

"It is challenging to reconstruct 3D point clouds in unseen classes from single 2D images. Instead of object-centered coordinate system, current methods generalized global priors learned in seen classes to reconstruct 3D shapes from unseen classes in viewer-centered coordinate system. However, the r…

2024

Learning Unsigned Distance Functions from Multi-view Images with Volume Rendering Priors

ECCV 2024poster

"Unsigned distance functions (UDFs) have been a vital representation for open surfaces. With different differentiable renderers, current methods are able to train neural networks to infer a UDF by minimizing the rendering errors on the UDF to the multi-view ground truth. However, these differentiabl…