Search Results for author: Xiufeng Huang

Found 3 papers, 0 papers with code

QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning

no code implementations18 Jul 2023 Xiufeng Huang, Sheng Zhou

To improve the performance of multi-agent reinforcement learning under the constraint of wireless resources, we propose a message importance metric and design an importance-aware scheduling policy to effectively exchange messages.

Multi-agent Reinforcement Learning reinforcement-learning +1

Dynamic Compression Ratio Selection for Edge Inference Systems with Hard Deadlines

no code implementations25 May 2020 Xiufeng Huang, Sheng Zhou

To reduce the communication cost, lossy data compression can be exploited for inference tasks, but may bring more erroneous inference results.

Autonomous Driving BIG-bench Machine Learning +1

Video to Fully Automatic 3D Hair Model

no code implementations13 Sep 2018 Shu Liang, Xiufeng Huang, Xianyu Meng, Kunyao Chen, Linda G. Shapiro, Ira Kemelmacher-Shlizerman

In this paper, we describe a system that can completely automatically create a reconstruction from any video (even a selfie video), and we don't require specific views, since taking your -90 degree, 90 degree, and full back views is not feasible in a selfie capture.

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