Escaping from Collapsing Modes in a Constrained Space

Thesis

Escaping from Collapsing Modes in a Constrained Space

Chang, Chia-Che

Masters, 國立清華大學, 資訊工程學系所

2017

Abstract

生成式對抗網路

模型崩潰

深度學習

非監督式學習

生成模型

能量式生成式對抗網路

Generative

Adversarial

Collapse

Disentangle

representation

learning

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Details

Title: Escaping from Collapsing Modes in a Constrained Space
Translated title: Escaping from Collapsing Modes in a Constrained Space
Creators: Chang, Chia-Che
Contributors: Lee, Che-Rung (Advisor)
Chen, Hwann-Tzong (Advisor)
Awarding Institution: 國立清華大學, 資訊工程學系所; Masters
Theses and Dissertations: Masters, 國立清華大學, 資訊工程學系所
Language: English
Resource Type: Thesis
Date published: 2018