Zhangyang Wang – författare
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3 produkter
Deep Learning through Sparse and Low-Rank Modeling
Av Zhangyang Wang, Yu Fu m. fl.
Häftad, 2019
1051 kr
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Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models-those that emphasize problem-specific Interpretability-with recent deep network models that have enabled a larger learning capacity and better utilization of Big Data. It shows how the …
Deep Learning through Sparse and Low-Rank Modeling
Av Thomas S. Huang, Yu Fu m. fl.
E-bok, 2019
1407 kr
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Deep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models—those that emphasize problem-specific Interpretability—with recent deep network models that have enabled a larger learning capacity and better utilization of Big Data. It shows how the …
SPARSE CODING AND ITS APPLICATIONS IN COMPUTER VISION
Av Zhaowen Wang, Jianchao Yang m. fl.
Inbunden, 2015
1442 kr
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This book provides a broader introduction to the theories and applications of sparse coding techniques in computer vision research. It introduces sparse coding in the context of representation learning, illustrates the fundamental concepts, and summarizes the most active research directions. A …