Tag: distill journal

Adversarial Attacks on Neural Networks – Bug or Feature?

Adversarial Attacks on Neural Networks – Bug or Feature?

Dear Fellow Scholars, this is Two Minute Papers with Károly Zsolnai-Fehér. This will be a little non-traditional video where the first half of the episode will be about a paper, and the second part will be about…something else. Also a paper. Well, kind of. You’ll see. We’ve seen in the previous years that neural network-based …

These Neural Networks Empower Digital Artists

These Neural Networks Empower Digital Artists

Dear Fellow Scholars, this is Two Minute Paperswith Károly Zsolnai-Fehér. In this series, we have seen many times howgood neural network-based solutions are at image classification. This means that the network looks at an imageand successfully identifies its contents. However, neural network-based solutions arealso capable of empowering art projects by generating new, interesting images. This …

Exploring And Attacking Neural Networks With Activation Atlases

Exploring And Attacking Neural Networks With Activation Atlases

Dear Fellow Scholars, this is Two Minute Paperswith Károly Zsolnai-Fehér. When it comes to image classification tasks,in which the input is a photograph and the output is decision as to what is depictedin this photo, neural network-based learning solutions became more accurate than any othercomputer program we, humans could possibly write by hand. Because of …