A survey on label-efficient deep image segmentation: Bridging the gap between weak supervision and dense prediction

W Shen, Z Peng, X Wang, H Wang… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
The rapid development of deep learning has made a great progress in image segmentation,
one of the fundamental tasks of computer vision. However, the current segmentation …

Edge-cloud polarization and collaboration: A comprehensive survey for ai

J Yao, S Zhang, Y Yao, F Wang, J Ma… - … on Knowledge and …, 2022 - ieeexplore.ieee.org
Influenced by the great success of deep learning via cloud computing and the rapid
development of edge chips, research in artificial intelligence (AI) has shifted to both of the …