Wei Niu
www.niuwei.info
0000-0002-2697-7042
University of Georgia
46 papers found
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Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices
PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning
An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices
AAAI - RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices.
26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone
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