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Dongshuo Huang

2 accepted papers

2025

LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation

AAAI 2025technical

Recently, there has been considerable exploration of methods for generating 3D point clouds, which is crucial for numerous 3D vision applications. Though conditional generation methods show promising performance, it depends on the additional paired label. On the other hand, unconditional generation…

Cited by 0SourcePDFScholar
2025

MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence

ICCV 2025poster

Parametric Computer-Aided Design (CAD) is crucial in industrial applications, yet existing approaches often struggle to generate long sequence parametric commands due to complex CAD models' geometric and topological constraints. To address this challenge, we propose MamTiff-CAD, a novel CAD parametr…

Cited by 0SourcePDFScholar