2 papers
cs.CV2025
UniGaze: Towards Universal Gaze Estimation via Large-scale Pre-Training
Jiawei Qin, Xucong Zhang, Yusuke Sugano
Despite decades of research on data collection and model architectures, current gaze estimation models encounter significant challenges in generalizing across diverse data domains.…
cs.CV2024
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement
Jiawei Qin, Takuru Shimoyama, Xucong Zhang +1
Along with the recent development of deep neural networks, appearance-based gaze estimation has succeeded considerably when training and testing within the same domain. Compared to…