37 citations · 55 across the 4 of their papers we have counts for
4 papers
Automatic Moth Detection from Trap Images for Pest Management
Weiguang Ding, Graham Taylor
Monitoring the number of insect pests is a crucial component in pheromone-based pest management systems. In this paper, we propose an automatic detection pipeline based on deep lea…
Neural Network Regularization via Robust Weight Factorization
Jan Rudy, Weiguang Ding, Daniel Jiwoong Im +1
Regularization is essential when training large neural networks. As deep neural networks can be mathematically interpreted as universal function approximators, they are effective a…
Theano-based Large-Scale Visual Recognition with Multiple GPUs
Weiguang Ding, Ruoyan Wang, Fei Mao +1
In this report, we describe a Theano-based AlexNet (Krizhevsky et al., 2012) implementation and its naive data parallelism on multiple GPUs. Our performance on 2 GPUs is comparable…
"Mental Rotation" by Optimizing Transforming Distance
Weiguang Ding, Graham W. Taylor
The human visual system is able to recognize objects despite transformations that can drastically alter their appearance. To this end, much effort has been devoted to the invarianc…