48 citations · 80 across the 5 of their papers we have counts for
5 papers
Cross-Channel Intragroup Sparsity Neural Network
Zhilin Yu, Chao Wang, Xin Wang +3
Modern deep neural networks rely on overparameterization to achieve state-of-the-art generalization. But overparameterized models are computationally expensive. Network pruning is…
Binarized Neural Networks on the ImageNet Classification Task
Xundong Wu, Yong Wu, Yong Zhao
We trained Binarized Neural Networks (BNNs) on the high resolution ImageNet ILSVRC-2102 dataset classification task and achieved a good performance. With a moderate size network of…
An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation
Xundong Wu
To build the connectomics map of the brain, we developed a new algorithm that can automatically refine the Membrane Detection Probability Maps (MDPM) generated to perform automatic…
Highly Nonlinear Luminescence Induced by Gold Nanoparticles on Glass Surfaces with Continuous-Wave Laser Illumination
Yong Wu, Xundong Wu, Ligia Toro +1
We report on highly nonlinear luminescence being observed from individual spherical gold nanoparticles immobilized on a glass surface and illuminated by continuous-wave (CW) lasers…
Resonant Scanning with Large Field of View Reduces Photobleaching and Enhances Fluorescence Yield in STED Microscopy
Yong Wu, Xundong Wu, Rong Lu +3
Photobleaching is a major limitation of superresolution Stimulated Depletion Emission (STED) microscopy. Fast scanning has long been considered an effective means to reduce photobl…