Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images

no code implementations • 13 Oct 2017 • Donghuan Lu, Karteek Popuri, Weiguang Ding, Rakesh Balachandar, Mirza Faisal Beg

Alzheimer's Disease (AD) is a progressive neurodegenerative disease.

Automatic Moth Detection from Trap Images for Pest Management

no code implementations • 24 Feb 2016 • Weiguang Ding, Graham Taylor

Monitoring the number of insect pests is a crucial component in pheromone-based pest management systems.

Management

Neural Network Regularization via Robust Weight Factorization

no code implementations • 20 Dec 2014 • Jan Rudy, Weiguang Ding, Daniel Jiwoong Im, Graham W. Taylor

Regularization is essential when training large neural networks.

Theano-based Large-Scale Visual Recognition with Multiple GPUs

2 code implementations • 7 Dec 2014 • Weiguang Ding, Ruoyan Wang, Fei Mao, Graham Taylor

In this report, we describe a Theano-based AlexNet (Krizhevsky et al., 2012) implementation and its naive data parallelism on multiple GPUs.

Object Recognition

"Mental Rotation" by Optimizing Transforming Distance

no code implementations • 11 Jun 2014 • Weiguang Ding, Graham W. Taylor

The human visual system is able to recognize objects despite transformations that can drastically alter their appearance.

Data Augmentation