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Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications


Oct 06, 2020
Matthew Khoury, Rumen Dangovski, Longwu Ou, Preslav Nakov, Yichen Shen, Li Jing

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* To appear at the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP '20), November 16-20, 2020, NMT, AI accelerators, co-design, TPU, OPU, 10 pages, 3 figures, 4 tables 

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Learning the Distribution: A Unified Distillation Paradigm for Fast Uncertainty Estimation in Computer Vision


Jul 31, 2020
Yichen Shen, Zhilu Zhang, Mert R. Sabuncu, Lin Sun

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Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks


Aug 27, 2018
Yurui Qu, Li Jing, Yichen Shen, Min Qiu, Marin Soljacic

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Gated Orthogonal Recurrent Units: On Learning to Forget


Oct 25, 2017
Li Jing, Caglar Gulcehre, John Peurifoy, Yichen Shen, Max Tegmark, Marin Soljačić, Yoshua Bengio

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Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs


Apr 03, 2017
Li Jing, Yichen Shen, Tena Dubček, John Peurifoy, Scott Skirlo, Yann LeCun, Max Tegmark, Marin Soljačić

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* 9 pages, 4 figures 

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