Image Generation Via Minimizing Fréchet Distance in Discriminator Feature Space

1 code implementation • 26 Mar 2020 • Khoa D. Doan, Saurav Manchanda, Fengjiao Wang, Sathiya Keerthi, Avradeep Bhowmik, Chandan K. Reddy

We use the intuition that it is much better to train the GAN generator by minimizing the distributional distance between real and generated images in a small dimensional feature space representing such a manifold than on the original pixel-space.

Image Generation