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Nimble: Efficiently Compiling Dynamic Neural Networks for Model Inference



Haichen Shen , Jared Roesch , Zhi Chen , Wei Chen , Yong Wu , Mu Li , Vin Sharma , Zachary Tatlock , Yida Wang


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TVM: An Automated End-to-End Optimizing Compiler for Deep Learning



Tianqi Chen , Thierry Moreau , Ziheng Jiang , Lianmin Zheng , Eddie Yan , Meghan Cowan , Haichen Shen , Leyuan Wang , Yuwei Hu , Luis Ceze , Carlos Guestrin , Arvind Krishnamurthy

* Significantly improved version, add automated optimization 

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Fast Video Classification via Adaptive Cascading of Deep Models



Haichen Shen , Seungyeop Han , Matthai Philipose , Arvind Krishnamurthy

* Accepted at IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 

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Visualizing NLP annotations for Crowdsourcing



Hanchuan Li , Haichen Shen , Shengliang Xu , Congle Zhang


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