2.7k citations · 2.9k across the 6 of their papers we have counts for
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cs.CV2017★ 2.7k cited
Improved Regularization of Convolutional Neural Networks with Cutout
Terrance DeVries, Graham W. Taylor
Convolutional neural networks are capable of learning powerful representational spaces, which are necessary for tackling complex learning tasks. However, due to the model capacity…
cs.CV2017★ 5 cited
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network
Dhanesh Ramachandram, Terrance DeVries
We present a method for skin lesion segmentation for the ISIC 2017 Skin Lesion Segmentation Challenge. Our approach is based on a Fully Convolutional Network architecture which is…
cs.CV2017★ 48 cited
Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks
Terrance DeVries, Dhanesh Ramachandram
We present a deep learning approach to the ISIC 2017 Skin Lesion Classification Challenge using a multi-scale convolutional neural network. Our approach utilizes an Inception-v3 ne…