Search Results for author: Xiaojie Zhang

Found 2 papers, 1 papers with code

End-to-End Latency Optimization of Multi-view 3D Reconstruction for Disaster Response

no code implementations4 Apr 2023 Xiaojie Zhang, Mingjun Li, Andrew Hilton, Amitangshu Pal, Soumyabrata Dey, Saptarshi Debroy

In order to plan rapid response during disasters, first responder agencies often adopt `bring your own device' (BYOD) model with inexpensive mobile edge devices (e. g., drones, robots, tablets) for complex video analytics applications, e. g., 3D reconstruction of a disaster scene.

3D Reconstruction Disaster Response +1

Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation

2 code implementations20 Apr 2020 Hao Wu, Patrick Judd, Xiaojie Zhang, Mikhail Isaev, Paulius Micikevicius

Quantization techniques can reduce the size of Deep Neural Networks and improve inference latency and throughput by taking advantage of high throughput integer instructions.

Math Quantization

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