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Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis


May 11, 2022
Wuyang Chen , Wei Huang , Xinyu Gong , Boris Hanin , Zhangyang Wang


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Unified Implicit Neural Stylization


Apr 06, 2022
Zhiwen Fan , Yifan Jiang , Peihao Wang , Xinyu Gong , Dejia Xu , Zhangyang Wang


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Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search


Dec 09, 2021
Yifan Jiang , Xinyu Gong , Junru Wu , Humphrey Shi , Zhicheng Yan , Zhangyang Wang

* Accepted by WACV'2022 

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Searching for Two-Stream Models in Multivariate Space for Video Recognition


Aug 30, 2021
Xinyu Gong , Heng Wang , Zheng Shou , Matt Feiszli , Zhangyang Wang , Zhicheng Yan

* Accepted by ICCV 2021 

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Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics


Aug 26, 2021
Wuyang Chen , Xinyu Gong , Yunchao Wei , Humphrey Shi , Zhicheng Yan , Yi Yang , Zhangyang Wang

* submitted to TPAMI 

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SAFIN: Arbitrary Style Transfer With Self-Attentive Factorized Instance Normalization


May 20, 2021
Aaditya Singh , Shreeshail Hingane , Xinyu Gong , Zhangyang Wang

* Accepted at ICME 2021, 5 Pages + 1 Page (references) 

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Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective


Mar 16, 2021
Wuyang Chen , Xinyu Gong , Zhangyang Wang

* accepted as ICLR 2021 poster 

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