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Search Results - miao+yin
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Energy-Efficient Tensor Decomposition-Based Deep Neural Network Compression with High Accuracy
Figure: Procedure of the Compression Framework using ADMM for a TT-format DNN Model. Invention Summary: Deep Neural Networks (DNNs) are widely used in different computer vision tasks. Large-size DNN models cause high storage and computational demands and many DNN model compression methods, such as tensor decomposition are used to reduce...
Published: 10/28/2024
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Inventor(s):
Bo Yuan
,
Miao Yin
Keywords(s):
Networks
,
Wireless
Category(s):
Technology Classifications > Artificial Intelligence & Machine Learning
,
Technology Classifications > Software & Copyright
,
Technology Classifications > Software & Algorithms
,
Technology Classifications > Telecommunications & Networking
,
Technology Classifications > Physical Sciences & Engineering