Browsing 41-Issue 5 by Subject "CCS Concepts: Computing methodologies --> Shape modeling; Volumetric models; Neural networks"

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    • SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation 

      Zheng, Xinyang; Liu, Yang; Wang, Pengshuai; Tong, Xin (The Eurographics Association and John Wiley & Sons Ltd., 2022)
      We present a StyleGAN2-based deep learning approach for 3D shape generation, called SDF-StyleGAN, with the aim of reducing visual and geometric dissimilarity between generated shapes and a shape collection. We extend ...