no code implementations • 1 Apr 2024 • ZiHao Wang, Yingyu Yang, Yuzhou Chen, Tingting Yuan, Maxime Sermesant, Herve Delingette, Ona Wu
To leverage generative learning for zero-shot cross-modality image segmentation, we propose a novel unsupervised image translation method.
no code implementations • 25 Dec 2023 • Lin Sun, Weijun Wang, Tingting Yuan, Liang Mi, Haipeng Dai, Yunxin Liu, XiaoMing Fu
To achieve this goal, we propose BiSwift, a bi-level framework that scales the concurrent real-time video analytics by a novel adaptive hybrid codec integrated with multi-level pipelines, and a global bandwidth controller for multiple video streams.
no code implementations • 20 Jan 2023 • Tingting Yuan, Liang Mi, Weijun Wang, Haipeng Dai, XiaoMing Fu
The quality of the video stream is key to neural network-based video analytics.
no code implementations • 3 Dec 2022 • Tingting Yuan, Hwei-Ming Chung, Jie Yuan, XiaoMing Fu
Communication is supposed to improve multi-agent collaboration and overall performance in cooperative Multi-agent reinforcement learning (MARL).
no code implementations • 26 Apr 2022 • Tingting Yuan, Hwei-Ming Chung, XiaoMing Fu
Artificial intelligence (AI) has been introduced in communication networks and services to improve efficiency via self-optimization.