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10/24/2019
XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training
We propose XPipe, an efficient asynchronous pipeline model parallelism a...
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09/11/2018
An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines
Support vector machines (SVMs) with sparsity-inducing nonconvex penaltie...
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04/10/2018
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors
Modern object detectors usually suffer from low accuracy issues, as fore...
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01/22/2018