Boosting knowledge distillation and interpretability

• المؤلف الرئيسي: Song, Huan
• مؤلفون آخرون: Ponnuthurai Nagaratnam Suganthan
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/150315
• المؤسسة: 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...