Regular biography
Song Mingli is a faculty member in the Department of Computer Science at Zhejiang University. Their research interests include computer vision, machine learning, and pattern recognition. They are affiliated with the College of Computer Science and Technology and serve as a doctoral supervisor. Song's profile page indicates their contact details and academic activities, including courses, journal papers, conference papers, and academic services. Their personal homepage provides additional information on their research and professional contributions.
Scholar-generated biography
Song, Mingli is a Full Professor of Computer Science at Zhejiang University, specializing in Computer Vision, Deep Learning, and Pattern Recognition. His research focuses on advancing techniques in neural style transfer, graph convolutional networks, and zero-shot learning. He has contributed to semi-supervised learning, data-free adversarial distillation, and probabilistic methods for image segmentation and emotion recognition. His work explores algorithm-dependent generalization bounds, online knowledge distillation, and Bayesian approaches for 3-D face modeling. Song's research emphasizes the integration of deep learning with complex operations and multi-task learning frameworks, aiming to improve efficiency and performance in computer vision tasks.