We propose an end-to-end pipeline for both building and tracking 3D faci...
While task-specific finetuning of pretrained networks has led to signifi...
Despite their empirical success, neural networks still have difficulty
c...
Arguably one of the top success stories of deep learning is transfer
lea...
It is important to design compact language models for efficient deployme...
As modern deep networks become more complex, and get closer to human-lik...
In this document we describe a rationale for a research program aimed at...
This paper describes an implementation of a bot assistant in Minecraft, ...
Data structures are critical in any data-driven scenario, but they are
n...
Neural attention has become central to many state-of-the-art models in
n...
An important frontier in the quest for human-like AI is compositional
se...