Magr: Manifold-aligned graph regularization for continual action quality assessment

K Zhou, L Wang, X Zhang, HPH Shum, FWB Li… - … on Computer Vision, 2024 - Springer
Abstract Action Quality Assessment (AQA) evaluates diverse skills but models struggle with
non-stationary data. We propose Continual AQA (CAQA) to refine models using sparse new …

UAGE: A Supervised Contrastive Method for Unconstrained Adaptive Gaze Estimation

E Lan, Z Hu, J Liu - Proceedings of the Asian Conference on …, 2024 - openaccess.thecvf.com
Gaze estimation, which involves perceiving human gaze directions, is the foundation of gaze
analysis. It provides crucial clues for understanding human attention and intention. However …

Cross-Dataset Gaze Estimation by Evidential Inter-intra Fusion

S Wang, Y Huang, J **e, Y Tian, F Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Achieving accurate and reliable gaze predictions in complex and diverse environments
remains challenging. Fortunately, it is straightforward to access diverse gaze datasets in real …