Computer vision
Teaching machines to interpret and reason about the visual world, from object recognition to medical imaging.
Video
Multi-level Optimization Approaches to Computer Vision
On a broad level, computer graphics involves representing 3D information in 2D. Computer vision can be thought of as the inverse problem – inferring 3D information from a projected representation. This talk will discuss two…
Video
Interpretability in NLP: Moving Beyond Vision
Deep neural network models have been extremely successful for natural language processing (NLP) applications in recent years, but one complaint they often suffer from is their lack of interpretability. On the other hand, the field…
Publication