Convolutional Network Compression with Global Average Pooling, Pruning, Truncated SVD and Binary Representation Center Clustering

Thesis

Hsiao, Ting-Yun

Masters, 國立清華大學, 通訊工程研究所

2017

Abstract

深度卷積網路壓縮

全域均值池化

剪枝

截斷奇異值分解

二進位表示聚類中心

Deep Convolutional Model Compression

Global Average Pooling (GAP)

Pruning

Truncated SVD

Binary Representation Center Clustering

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Title: Convolutional Network Compression with Global Average Pooling, Pruning, Truncated SVD and Binary Representation Center Clustering
Translated title: Convolutional Network Compression with Global Average Pooling, Pruning, Truncated SVD and Binary Representation Center Clustering
Creators: Hsiao, Ting-Yun
Contributors: Chiu, Ching-Te (Advisor)
Awarding Institution: 國立清華大學, 通訊工程研究所; Masters
Theses and Dissertations: Masters, 國立清華大學, 通訊工程研究所
Language: English
Resource Type: Thesis
Date published: 2017