589 citations · 590 across the 2 of their papers we have counts for
3 papers
cs.LG2020
Ensemble Squared: A Meta AutoML System
Jason Yoo, Tony Joseph, Dylan Yung +2
There are currently many barriers that prevent non-experts from exploiting machine learning solutions ranging from the lack of intuition on statistical learning techniques to the t…
cs.CV2019★ 589 cited
EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning
Kamyar Nazeri, Eric Ng, Tony Joseph +2
Over the last few years, deep learning techniques have yielded significant improvements in image inpainting. However, many of these techniques fail to reconstruct reasonable struct…
cs.CV2019★ 1 cited
Joint Spatial and Layer Attention for Convolutional Networks
Tony Joseph, Konstantinos G. Derpanis, Faisal Z. Qureshi
In this paper, we propose a novel approach that learns to sequentially attend to different Convolutional Neural Networks (CNN) layers (i.e., ``what'' feature abstraction to attend…