Differentiable Analog Quantum Computing for Optimization and Control

1 code implementation • 28 Oct 2022 • Jiaqi Leng, Yuxiang Peng, Yi-Ling Qiao, Ming Lin, Xiaodi Wu

We formulate the first differentiable analog quantum computing framework with a specific parameterization design at the analog signal (pulse) level to better exploit near-term quantum devices via variational methods.

CNNTOP: a CNN-based Trajectory Owner Prediction Method

no code implementations • 5 Jan 2020 • Xucheng Luo, Shengyang Li, Yuxiang Peng

In this paper, we propose a novel CNN-based Trajectory Owner Prediction (CNNTOP) method.

Attribute Representation Learning

Cascaded Pyramid Network for Multi-Person Pose Estimation

5 code implementations • CVPR 2018 • Yilun Chen, Zhicheng Wang, Yuxiang Peng, Zhiqiang Zhang, Gang Yu, Jian Sun

In this paper, we present a novel network structure called Cascaded Pyramid Network (CPN) which targets to relieve the problem from these "hard" keypoints.

Keypoint Detection Multi-Person Pose Estimation