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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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Sandwich Batch Normalization


Feb 22, 2021
Xinyu Gong, Wuyang Chen, Tianlong Chen, Zhangyang Wang

* Codes are available at https://github.com/VITA-Group/Sandwich-Batch-Normalization 

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AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation


Aug 16, 2020
Xinyu Gong, Wuyang Chen, Yifan Jiang, Ye Yuan, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang


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NADS: Neural Architecture Distribution Search for Uncertainty Awareness


Jun 11, 2020
Randy Ardywibowo, Shahin Boluki, Xinyu Gong, Zhangyang Wang, Xiaoning Qian

* ICML 2020 

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AutoSpeech: Neural Architecture Search for Speaker Recognition


May 07, 2020
Shaojin Ding, Tianlong Chen, Xinyu Gong, Weiwei Zha, Zhangyang Wang


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FasterSeg: Searching for Faster Real-time Semantic Segmentation


Jan 16, 2020
Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

* ICLR 2020 accepted 

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AutoGAN: Neural Architecture Search for Generative Adversarial Networks


Aug 11, 2019
Xinyu Gong, Shiyu Chang, Yifan Jiang, Zhangyang Wang

* accepted by ICCV 2019 

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EnlightenGAN: Deep Light Enhancement without Paired Supervision


Jun 17, 2019
Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang


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Conditional Adversarial Generative Flow for Controllable Image Synthesis


Apr 03, 2019
Rui Liu, Yu Liu, Xinyu Gong, Xiaogang Wang, Hongsheng Li

* Accepted by CVPR 2019 

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Neural Stereoscopic Image Style Transfer


Jul 27, 2018
Xinyu Gong, Haozhi Huang, Lin Ma, Fumin Shen, Wei Liu, Tong Zhang


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