19 citations · 66 across the 12 of their papers we have counts for
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cs.LG2019
Chart Auto-Encoders for Manifold Structured Data
Stefan Schonsheck, Jie Chen, Rongjie Lai
Deep generative models have made tremendous advances in image and signal representation learning and generation. These models employ the full Euclidean space or a bounded subset as…
cs.GR2019★ 19 cited
Shape Analysis via Functional Map Construction and Bases Pursuit
Omri Azencot, Rongjie Lai
We propose a method to simultaneously compute scalar basis functions with an associated functional map for a given pair of triangle meshes. Unlike previous techniques that put emph…
cs.CV2019
NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds
Pengfei Jin, Tianhao Lai, Rongjie Lai +1
Convolution plays a crucial role in various applications in signal and image processing, analysis, and recognition. It is also the main building block of convolution neural network…