8 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.CV2020★ 8 cited
Multi-class segmentation under severe class imbalance: A case study in roof damage assessment
Jean-Baptiste Boin, Nat Roth, Jigar Doshi +2
The task of roof damage classification and segmentation from overhead imagery presents unique challenges. In this work we choose to address the challenge posed due to strong class…
cs.CV2020
One of these (Few) Things is Not Like the Others
Nat Roth, Justin Wagle
To perform well, most deep learning based image classification systems require large amounts of data and computing resources. These constraints make it difficult to quickly persona…
cs.LG2018
Sometimes You Want to Go Where Everybody Knows your Name
Reuben Brasher, Nat Roth, Justin Wagle
We introduce a new metric for measuring how well a model personalizes to a user's specific preferences. We define personalization as a weighting between performance on user specifi…