Alexei Efros

Title: Deep Learning: the Hype, the Magic, and the Challenges

 

Short Abstract:
Deep learning has taken computer vision by storm.  But while performance on standardized benchmarks has improved across the board, most of the key challenges of computer vision remain.  In this lecture, I will discuss some of these challenges, point out some successes, and hopefully suggest some promising directions for future inquiry.