vHeat: Building Vision Models upon Heat Conduction

1 code implementation • 26 May 2024 • Zhaozhi Wang, Yue Liu, Yunfan Liu, Hongtian Yu, YaoWei Wang, Qixiang Ye, Yunjie Tian

A fundamental problem in learning robust and expressive visual representations lies in efficiently estimating the spatial relationships of visual semantics throughout the entire image.

Multi-Agent Automated Machine Learning

no code implementations • CVPR 2023 • Zhaozhi Wang, Kefan Su, Jian Zhang, Huizhu Jia, Qixiang Ye, Xiaodong Xie, Zongqing Lu

In this paper, we propose multi-agent automated machine learning (MA2ML) with the aim to effectively handle joint optimization of modules in automated machine learning (AutoML).

Data Augmentation Multi-agent Reinforcement Learning +1