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Conformer: Convolution-augmented Transformer for Speech Recognition

May 16, 2020
Anmol Gulati, James Qin, Chung-Cheng Chiu, Niki Parmar, Yu Zhang, Jiahui Yu, Wei Han, Shibo Wang, Zhengdong Zhang, Yonghui Wu, Ruoming Pang

* Submitted to Interspeech 2020 

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ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context

May 16, 2020
Wei Han, Zhengdong Zhang, Yu Zhang, Jiahui Yu, Chung-Cheng Chiu, James Qin, Anmol Gulati, Ruoming Pang, Yonghui Wu

* Submitted to Interspeech 2020 

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Streaming Object Detection for 3-D Point Clouds

May 04, 2020
Wei Han, Zhengdong Zhang, Benjamin Caine, Brandon Yang, Christoph Sprunk, Ouais Alsharif, Jiquan Ngiam, Vijay Vasudevan, Jonathon Shlens, Zhifeng Chen

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Deep Learning in Medical Ultrasound Image Segmentation: a Review

Feb 25, 2020
Ziyang Wang, Zhengdong Zhang, Jianqing Zheng, Baoru Huang, Irina Voiculescu, Guang-Zhong Yang

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A Novel and Efficient Tumor Detection Framework for Pancreatic Cancer via CT Images

Feb 11, 2020
Zhengdong Zhang, Shuai Li, Ziyang Wang, Yun Lu

* 5 pages, 5 figures 

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FSMI: Fast computation of Shannon Mutual Information for information-theoretic mapping

May 06, 2019
Zhengdong Zhang, Trevor Henderson, Sertac Karaman, Vivienne Sze

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Navion: A 2mW Fully Integrated Real-Time Visual-Inertial Odometry Accelerator for Autonomous Navigation of Nano Drones

Sep 15, 2018
Amr Suleiman, Zhengdong Zhang, Luca Carlone, Sertac Karaman, Vivienne Sze

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Hardware for Machine Learning: Challenges and Opportunities

Oct 17, 2017
Vivienne Sze, Yu-Hsin Chen, Joel Emer, Amr Suleiman, Zhengdong Zhang

* Published as an invited conference paper at CICC 2017 

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FAST: A Framework to Accelerate Super-Resolution Processing on Compressed Videos

Aug 04, 2017
Zhengdong Zhang, Vivienne Sze

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A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps

Jul 27, 2016
Amr Suleiman, Zhengdong Zhang, Vivienne Sze

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Sparkle Vision: Seeing the World through Random Specular Microfacets

Dec 26, 2014
Zhengdong Zhang, Phillip Isola, Edward H. Adelson

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TILT: Transform Invariant Low-rank Textures

Dec 15, 2010
Zhengdong Zhang, Arvind Ganesh, Xiao Liang, Yi Ma

* Submitted to IJCV. Conference version presented at ACCV 2010 

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