Oxford University

6 Posts

Dropout With a Difference: Reduce neural net overfitting without impacting accuracy
Oxford University

Dropout With a Difference: Reduce neural net overfitting without impacting accuracy

The technique known as dropout discourages neural networks from overfitting by deterring them from reliance on particular features. A new approach reorganizes the process to run efficiently on the chips that typically run neural network calculations.

September 2, 20202 min read
Dropout With a Difference: Reduce neural net overfitting without impacting accuracy
Oxford University

Dropout With a Difference: Reduce neural net overfitting without impacting accuracy

The technique known as dropout discourages neural networks from overfitting by deterring them from reliance on particular features. A new approach reorganizes the process to run efficiently on the chips that typically run neural network calculations.

September 2, 20202 min read
Locating Landmarks on the Fly: AI model identifies stationary objects from radar scans.
Oxford University

Locating Landmarks on the Fly: AI model identifies stationary objects from radar scans.

Directions such as “turn left at the big tree, go three blocks, and stop at the big red house on your left” can get you to your destination because they refer to stationary landmarks. New research enables self-driving cars to identify such stable indicators on their own.

March 4, 20202 min read
Locating Landmarks on the Fly: AI model identifies stationary objects from radar scans.
Oxford University

Locating Landmarks on the Fly: AI model identifies stationary objects from radar scans.

Directions such as “turn left at the big tree, go three blocks, and stop at the big red house on your left” can get you to your destination because they refer to stationary landmarks. New research enables self-driving cars to identify such stable indicators on their own.

March 4, 20202 min read
Unfinished Artwork? No More
Oxford University

Unfinished Artwork? No More

Generative networks can embroider sentences into stories and melodies into full-fledged arrangements. A new model does something similar with drawings.

November 6, 20192 min read
Unfinished Artwork? No More
Oxford University

Unfinished Artwork? No More

Generative networks can embroider sentences into stories and melodies into full-fledged arrangements. A new model does something similar with drawings.

November 6, 20192 min read

Subscribe to The Batch

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