Search Results for author: Mengyao Zheng

Found 3 papers, 1 papers with code

Evaluating Modern Approaches in 3D Scene Reconstruction: NeRF vs Gaussian-Based Methods

no code implementations8 Aug 2024 Yiming Zhou, Zixuan Zeng, Andi Chen, Xiaofan Zhou, Haowei Ni, Shiyao Zhang, Panfeng Li, Liangxi Liu, Mengyao Zheng, Xupeng Chen

Exploring the capabilities of Neural Radiance Fields (NeRF) and Gaussian-based methods in the context of 3D scene reconstruction, this study contrasts these modern approaches with traditional Simultaneous Localization and Mapping (SLAM) systems.

3D Scene Reconstruction Simultaneous Localization and Mapping

Lightweight and Unobtrusive Data Obfuscation at IoT Edge for Remote Inference

1 code implementation20 Dec 2019 Dixing Xu, Mengyao Zheng, Linshan Jiang, Chaojie Gu, Rui Tan, Peng Cheng

Executing deep neural networks for inference on the server-class or cloud backend based on data generated at the edge of Internet of Things is desirable due primarily to the limited compute power of edge devices and the need to protect the confidentiality of the inference neural networks.

Handwritten Digit Recognition Sign Language Recognition

Challenges of Privacy-Preserving Machine Learning in IoT

no code implementations21 Sep 2019 Mengyao Zheng, Dixing Xu, Linshan Jiang, Chaojie Gu, Rui Tan, Peng Cheng

The Internet of Things (IoT) will be a main data generation infrastructure for achieving better system intelligence.

BIG-bench Machine Learning Cloud Computing +1

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