MobileDA: toward edge-domain adaptation

• المؤلفون الرئيسيون: Yang, Jianfei, Zou, Han, Cao, Shuxin, Chen, Zhenghua, Xie, Lihua
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Electrical and electronic engineering; Deep Learning; Domain Adaptation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/162594
• المؤسسة: Nanyang Technological University

Deep neural networks (DNNs) have made significant advances in computer vision and sensor-based smart sensing. DNNs achieve prominent results based on standard data sets and powerful servers, whereas, in real applications with domain-shift data and resource-constrained environments such as Internet-o...