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cs.CV2026
SUMI: Scalable Unified Model for 3D Point Cloud Inference
Yanlong Li, Yanlong LI, Kanchana Thilakarathna
Point cloud completion commonly follows a coarse-to-fine paradigm, where a low-density coarse shape is first predicted and then upsampled to the target resolution. Although recent…
cs.CV2024
DiffPMAE: Diffusion Masked Autoencoders for Point Cloud Reconstruction
Yanlong Li, Chamara Madarasingha, Kanchana Thilakarathna
Point cloud streaming is increasingly getting popular, evolving into the norm for interactive service delivery and the future Metaverse. However, the substantial volume of data ass…