ProgressiveGAN

4 Posts

What One Neuron Knows: How convolutional neural network layers recognize objects.
ProgressiveGAN

What One Neuron Knows: How convolutional neural network layers recognize objects.

How does a convolutional neural network recognize a photo of a ski resort? New research shows that it bases its classification on specific neurons that recognize snow, mountains, trees, and houses.

October 21, 20203 min read
What One Neuron Knows: How convolutional neural network layers recognize objects.
ProgressiveGAN

What One Neuron Knows: How convolutional neural network layers recognize objects.

How does a convolutional neural network recognize a photo of a ski resort? New research shows that it bases its classification on specific neurons that recognize snow, mountains, trees, and houses.

October 21, 20203 min read
The Telltale Artifact: A technique for detecting GAN-generated deepfakes
ProgressiveGAN

The Telltale Artifact: A technique for detecting GAN-generated deepfakes

Deepfakes have gone mainstream, allowing celebrities to star in commercials without setting foot in a film studio. A new method helps determine whether such endorsements — and other images produced by generative adversarial networks — are authentic.

September 30, 20202 min read
The Telltale Artifact: A technique for detecting GAN-generated deepfakes
ProgressiveGAN

The Telltale Artifact: A technique for detecting GAN-generated deepfakes

Deepfakes have gone mainstream, allowing celebrities to star in commercials without setting foot in a film studio. A new method helps determine whether such endorsements — and other images produced by generative adversarial networks — are authentic.

September 30, 20202 min read

Subscribe to The Batch

Stay updated with weekly AI News and Insights delivered to your inbox