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ConvFormer: Closing the Gap Between CNN and Vision Transformers


Sep 22, 2022
Zimian Wei, Hengyue Pan, Xin Niu, Dongsheng Li

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AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results


Aug 25, 2022
Ren Yang, Radu Timofte, Xin Li, Qi Zhang, Lin Zhang, Fanglong Liu, Dongliang He, Fu li, He Zheng, Weihang Yuan, Pavel Ostyakov, Dmitry Vyal, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Lei Li, Jingzhu Tang, Ming Chen, Shijie Zhao, Yu Zhu, Xiaoran Qin, Chenghua Li, Cong Leng, Jian Cheng, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Dafeng Zhang, Feiyu Huang, Shizhuo Liu, Xiaobing Wang, Zhezhu Jin, Bingchen Li, Xin Li, Mingxi Li, Ding Liu, Wenbin Zou, Peijie Dong, Tian Ye, Yunchen Zhang, Ming Tan, Xin Niu, Mustafa Ayazoglu, Marcos Conde, Ui-Jin Choi, Zhuang Jia, Tianyu Xu, Yijian Zhang, Mao Ye, Dengyan Luo, Xiaofeng Pan, Liuhan Peng

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* Camera-ready version 

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Prior-Guided One-shot Neural Architecture Search


Jun 27, 2022
Peijie Dong, Xin Niu, Lujun Li, Linzhen Xie, Wenbin Zou, Tian Ye, Zimian Wei, Hengyue Pan

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* Official 3st Place Solution for the Second workshop Neural Architecture Search Second lightweight NAS Challenge 2022 - Track1 Supernet Track. Official leaderboard: https://aistudio.baidu.com/aistudio/competition/detail/149/0/leaderboard CVPR 2022 Workshop: https://cvpr-nas.com/competition 

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Learning Convolutional Neural Networks in the Frequency Domain


Apr 28, 2022
Hengyue Pan, Yixin Chen, Xin Niu, Wenbo Zhou, Dongsheng Li

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* Submitted to NeurIPS 2022 

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UENAS: A Unified Evolution-based NAS Framework


Mar 08, 2022
Zimian Wei, Hengyue Pan, Xin Niu, Peijie Dong, Dongsheng Li

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Fixed-size Objects Encoding for Visual Relationship Detection


May 29, 2020
Hengyue Pan, Xin Niu, Rongchun Li, Siqi Shen, Yong Dou

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* 14 pages 

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STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Traffic Light Control


Aug 28, 2019
Yanan Wang, Tong Xu, Xin Niu, Chang Tan, Enhong Chen, Hui Xiong

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DropFilter: A Novel Regularization Method for Learning Convolutional Neural Networks


Nov 19, 2018
Hengyue Pan, Hui Jiang, Xin Niu, Yong Dou

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* 6 pages 

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