Generating face images with attributes for free

• Main Authors: LIU, Yaoyao, SUN, Qianru, HE Xiangnan, LIU An-An, SU Yuting, CHUA Tat-Seng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Face; Face recognition; Image recognition; Image reconstruction; Task analysis; Gallium nitride; Decoding; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/5643; https://ink.library.smu.edu.sg/context/sis_research/article/6646/viewcontent/Generating_Face_Images_with_Attributes_for_Free_av.pdf
• Institution: Singapore Management University

With superhuman-level performance of face recognition, we are more concerned about the recognition of fine-grained attributes, such as emotion, age, and gender. However, given that the label space is extremely large and follows a long-tail distribution, it is quite expensive to collect sufficient sa...