Using machine learning to train information retrieval models — such as Internet search engines — is difficult because it requires so much manually annotated ...

Most of the major advances in artificial intelligence in the past decade, in both industry and academia, have been the result of supervised deep learning, ...

Semantic segmentation is the task of automatically labeling every pixel of a digital image as belonging to one of many classes (person, cat, airplane, ...

Making sense of our kaleidoscopic visual world has been a decades-long grand challenge for computer scientists. That’s because there’s so much more to ...