222 citations · 253 across the 3 of their papers we have counts for
3 papers
An Extensible Multimodal Multi-task Object Dataset with Materials
Trevor Standley, Ruohan Gao, Dawn Chen +2
We present EMMa, an Extensible, Multimodal dataset of Amazon product listings that contains rich Material annotations. It contains more than 2.8 million objects, each with image(s)…
Which Tasks Should Be Learned Together in Multi-task Learning?
Trevor Standley, Amir R. Zamir, Dawn Chen +3
Many computer vision applications require solving multiple tasks in real-time. A neural network can be trained to solve multiple tasks simultaneously using multi-task learning. Thi…
Evaluating vector-space models of analogy
Dawn Chen, Joshua C. Peterson, Thomas L. Griffiths
Vector-space representations provide geometric tools for reasoning about the similarity of a set of objects and their relationships. Recent machine learning methods for deriving ve…