Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing

• Main Authors: Zheng, Qingping, Deng, Jiankang, Zhu, Zheng, Li, Ying, Zafeiriou, Stefanos
• Format: Report
• Language: unknown
• Published: arXiv 2022
• Subjects: Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences; Lapa; DML
• Online Access: https://dx.doi.org/10.48550/arxiv.2203.14448; https://arxiv.org/abs/2203.14448

This paper probes intrinsic factors behind typical failure cases (e.g. spatial inconsistency and boundary confusion) produced by the existing state-of-the-art method in face parsing. To tackle these problems, we propose a novel Decoupled Multi-task Learning with Cyclical Self-Regulation (DML-CSR) fo...