DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition

• Main Authors: LI, Ming, FU, Huazhu, HE, Shengfeng, FAN, Hehe, LIU, Jun, KEPPO, Jussi, SHOU, Mike Zheng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Annotations; Artificial neural networks; Electronic mail; Facial expression recognition; masked image modeling; Representation learning; Schedules; self-paced learning; Task analysis; Training; Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8635
• Institution: Singapore Management University

Learning discriminative and robust representations is important for facial expression recognition (FER) due to subtly different emotional faces and their subjective annotations. Previous works usually address one representation solely because these two goals seem to be contradictory for optimization...