Learning Spatially-Adaptive Style-Modulation Networks for Single Image Synthesis

• Published in: 2023 IEEE International Conference on Image Processing (ICIP) pp. 1455 - 1459
• Main Authors: Shen, Jianghao, Wu, Tianfu
• Format: Conference Proceeding
• Language: English
• Published: IEEE 08.10.2023
• Subjects: Aggregates; generative learning; Image synthesis; Layout; Modulation; Semantics; single image; spatially-adaptive; Three-dimensional displays; Training

Recently there has been a growing interest in learning generative models from a single image. This task is important as in many real world applications, collecting large dataset is not feasible. Existing work like SinGAN is able to synthesize novel images that resemble the patch distribution of the...