Efficient conditional GAN transfer with knowledge propagation across classes

• Main Authors: Shahbazi. Mohamad, HUANG, Zhiwu, Huang, PAUDEL, Danda Pani, CHHATKULI, Ajad, VAN, Gool L.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/6260; https://ink.library.smu.edu.sg/context/sis_research/article/7263/viewcontent/Efficient_Conditional_GAN_Transfer_with_Knowledge_Propagation_across_Classes.pdf
• Institution: Singapore Management University

Generative adversarial networks (GANs) have shown impressive results in both unconditional and conditional image generation. In recent literature, it is shown that pre-trained GANs, on a different dataset, can be transferred to improve the image generation from a small target data. The same, however...