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AutoSoC: Automating Algorithm-SOC Co-design for Aerial Robots


Sep 13, 2021
Srivatsan Krishnan, Thierry Tambe, Zishen Wan, Vijay Janapa Reddi

* Class Project for CS249r: Special Topics on Edge Computing (Autonomous Machines) 

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Quantifying and Maximizing the Benefits of Back-End Noise Adaption on Attention-Based Speech Recognition Models


May 03, 2021
Coleman Hooper, Thierry Tambe, Gu-Yeon Wei

* Submitted to INTERSPEECH 2021 

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EdgeBERT: Optimizing On-Chip Inference for Multi-Task NLP


Dec 01, 2020
Thierry Tambe, Coleman Hooper, Lillian Pentecost, En-Yu Yang, Marco Donato, Victor Sanh, Alexander M. Rush, David Brooks, Gu-Yeon Wei

* 11 pages plus references 

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AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning Inference


Oct 15, 2019
Thierry Tambe, En-Yu Yang, Zishen Wan, Yuntian Deng, Vijay Janapa Reddi, Alexander Rush, David Brooks, Gu-Yeon Wei

* 10 pages 

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