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Zhuang Zhao

2 accepted papers

2025

DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment

AAAI 2025technical

Depression can be reflected by long-term human spatio-temporal facial behaviours. While human face videos recorded in real-world usually have long and variable lengths, existing video-based depression assessment approaches frequently re-sample/down-sample such videos to short and equal-length videos…

2024

Domain Separation Graph Neural Networks for Saliency Object Ranking

CVPR 2024poster

Saliency object ranking (SOR) has attracted significant attention recently. Previous methods usually failed to explicitly explore the saliency degree-related relationships between objects. In this paper we propose a novel Domain Separation Graph Neural Network (DSGNN) which starts with separately ex…