Boosting knowledge distillation and interpretability

• Main Author: Song, Huan
• Other Authors: Ponnuthurai Nagaratnam Suganthan
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: https://hdl.handle.net/10356/150315
• Institution: 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...