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Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention


Mar 05, 2021
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh

* AAAI 2021; Code and supplement available at https://github.com/mlpen/Nystromformer 

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MobileDets: Searching for Object Detection Architectures for Mobile Accelerators


Apr 30, 2020
Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen


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Resource Constrained Neural Network Architecture Search


Apr 08, 2019
Yunyang Xiong, Ronak Mehta, Vikas Singh


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ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification


Apr 07, 2019
Yunyang Xiong, Hyunwoo J. Kim, Varsha Hedau


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Building Bayesian Neural Networks with Blocks: On Structure, Interpretability and Uncertainty


Jun 10, 2018
Hao Henry Zhou, Yunyang Xiong, Vikas Singh


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