Archives for Can We Train GANs With Less Data

01 Oct

Who Should Get The Credit For AI-Generated Art

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image-16187

“Anthropomorphising AI systems can undermine our ability to hold powerful individuals and groups accountable.” Edmond De Belamy, a portrait generated by a machine learning (ML) algorithm was sold at Christie’s art auction for $432,500; 40 times higher than the initial estimate of $10,000. The whole event was marketed by Christie’s as ‘‘the first portrait generated…

The post Who Should Get The Credit For AI-Generated Art appeared first on Analytics India Magazine.

05 Jul

Can We Train GANs With Less Data

image-13789
image-13789

Recently, researchers from MIT, Adobe Research and Tsinghua University introduced a technique that improves the data efficiency of GAN models by imposing various types of differentiable augmentations on both real and fake samples. The method is known as DiffAugment or Differentiable Augmentation. Generative Adversarial Networks (GANs) have achieved many advancements over a few years now.…

The post Can We Train GANs With Less Data appeared first on Analytics India Magazine.