Hubert P. H. Shum

Adversarial attacks can now be executed on human action recognition systems without compromising motion quality, exposing critical vulnerabilities in their robustness.

Achieve fine-grained control over image generation with a method that's not only 63% more accurate and 2.3x-12x faster, but also lets you precisely dial in the influence of each input condition.

Autonomous vehicles still struggle with jaywalkers and unpredictable pedestrian behavior, and this new dataset of chaotic urban environments could be the key to teaching them.