Supervised representation learning with double encoding-layer autoencoder for transfer learning

• Main Authors: Zhuang, Fuzhen, Cheng, Xiaohu, Luo, Ping, Pan, Sinno Jialin, He, Qing
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Encoding (Symbols); Learning Systems
• Online Access: https://hdl.handle.net/10356/143455
• Institution: Nanyang Technological University

Transfer learning has gained a lot of attention and interest in the past decade. One crucial research issue in transfer learning is how to find a good representation for instances of different domains such that the divergence between domains can be reduced with the new representation. Recently, deep...