661 citations · 1.6k across the 26 of their papers we have counts for
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3 papers · 1 filter
cs.LG2020★ 4 cited
TRP: Trained Rank Pruning for Efficient Deep Neural Networks
Yuhui Xu, Yuxi Li, Shuai Zhang +6
To enable DNNs on edge devices like mobile phones, low-rank approximation has been widely adopted because of its solid theoretical rationale and efficient implementations. Several…
cs.LG2020★ 5 cited
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification
Huanrui Yang, Minxue Tang, Wei Wen +5
Modern deep neural networks (DNNs) often require high memory consumption and large computational loads. In order to deploy DNN algorithms efficiently on edge or mobile devices, a s…
cs.CV2020
Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization
Zhang Qian, Wang Bo, Wen Wei +2
Automatic animation line art colorization is a challenging computer vision problem, since the information of the line art is highly sparse and abstracted and there exists a strict…