Boosting knowledge distillation and interpretability

• 主要作者: Song, Huan
• 其他作者: Ponnuthurai Nagaratnam Suganthan
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• 在線閱讀: https://hdl.handle.net/10356/150315
• 機構: Nanyang Technological University

Deep Neural Network (DNN) can be applied in many fields to predict classification and can obtain high accuracy. However, Deep Neural Network is a black box, which means that it’s hard to explain how the Deep Neural Network can derive specific classification directly. The generally accepted interpret...