Haodong Shi

Domain Adaptation via Mutual Information Maximization for Handwriting Recognition

Deep learning models for handwriting recognition have been developed in recent years. To improve the model’s generalization ability for sequence modeling task, this paper proposes to use domain adaptation with statistical distribution alignment and entropy regularization. For statistical distributio…