Search Results for author: Jianhua Zou

Found 4 papers, 0 papers with code

Accelerating Very Deep Convolutional Networks for Classification and Detection

no code implementations26 May 2015 Xiangyu Zhang, Jianhua Zou, Kaiming He, Jian Sun

This paper aims to accelerate the test-time computation of convolutional neural networks (CNNs), especially very deep CNNs that have substantially impacted the computer vision community.

Classification General Classification +3

Efficient and Accurate Approximations of Nonlinear Convolutional Networks

no code implementations CVPR 2015 Xiangyu Zhang, Jianhua Zou, Xiang Ming, Kaiming He, Jian Sun

This paper aims to accelerate the test-time computation of deep convolutional neural networks (CNNs).

Retrieving Similar Trajectories from Cellular Data at City Scale

no code implementations20 Jul 2019 Zhihao Shen, Wan Du, Xi Zhao, Jianhua Zou

Retrieving similar trajectories from a large trajectory dataset is important for a variety of applications, like transportation planning and mobility analysis.

City Metro Network Expansion with Reinforcement Learning

no code implementations25 Sep 2019 Yu Wei, Minjia Mao, Xi Zhao, Jianhua Zou

In this method, we formulate the metro expansion as a process of sequential station selection, and design feasibility rules based on the selected station sequence to ensure the reasonable connection patterns of metro line.

reinforcement-learning Reinforcement Learning (RL)

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