Rutgers University

6 Posts

Different Strokes for Robot Folks: Transformer-Based Image Generator Imitates Painters
Rutgers University

Different Strokes for Robot Folks: Transformer-Based Image Generator Imitates Painters

A neural network can make a photo resemble a painting via neural style transfer, but it can also learn to reproduce an image by applying brush strokes. A new method taught a system this painterly skill without any training data.

October 20, 20212 min read
Different Strokes for Robot Folks: Transformer-Based Image Generator Imitates Painters
Rutgers University

Different Strokes for Robot Folks: Transformer-Based Image Generator Imitates Painters

A neural network can make a photo resemble a painting via neural style transfer, but it can also learn to reproduce an image by applying brush strokes. A new method taught a system this painterly skill without any training data.

October 20, 20212 min read
Roll Over, Beethoven: AI Completes Beethoven's 10th Symphony
Rutgers University

Roll Over, Beethoven: AI Completes Beethoven's 10th Symphony

Ludwig van Beethoven died before he completed what would have been his tenth and final symphony. A team of computer scientists and music scholars approximated the music that might have been.

October 13, 20212 min read
Transformer Speed-Up Sped Up: How to Speed Up Image Transformers
Rutgers University

Transformer Speed-Up Sped Up: How to Speed Up Image Transformers

The transformer architecture is notoriously inefficient when processing long sequences — a problem in processing images, which are essentially long sequences of pixels. One way around this is to break up input images and process the pieces

October 13, 20211 min read
Roll Over, Beethoven: AI Completes Beethoven's 10th Symphony
Rutgers University

Roll Over, Beethoven: AI Completes Beethoven's 10th Symphony

Ludwig van Beethoven died before he completed what would have been his tenth and final symphony. A team of computer scientists and music scholars approximated the music that might have been.

October 13, 20212 min read
Transformer Speed-Up Sped Up: How to Speed Up Image Transformers
Rutgers University

Transformer Speed-Up Sped Up: How to Speed Up Image Transformers

The transformer architecture is notoriously inefficient when processing long sequences — a problem in processing images, which are essentially long sequences of pixels. One way around this is to break up input images and process the pieces

October 13, 20211 min read

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