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Unifying Nonlocal Blocks for Neural Networks


Aug 17, 2021
Lei Zhu, Qi She, Duo Li, Yanye Lu, Xuejing Kang, Jie Hu, Changhu Wang

* Accept by ICCV 2021 Conference 

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m-RevNet: Deep Reversible Neural Networks with Momentum


Aug 16, 2021
Duo Li, Shang-Hua Gao

* idea overlapped with existing work 

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Potential Convolution: Embedding Point Clouds into Potential Fields


Apr 05, 2021
Dengsheng Chen, Haowen Deng, Jun Li, Duo Li, Yao Duan, Kai Xu


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Learning the Superpixel in a Non-iterative and Lifelong Manner


Mar 19, 2021
Lei Zhu, Qi She, Bin Zhang, Yanye Lu, Zhilin Lu, Duo Li, Jie Hu

* Accept by CVPR2021 

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PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation


Mar 11, 2021
Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng, Jianping Shi, Lubin Weng, Yunhai Tong, Zhouchen Lin

* accepted by CVPR2021 

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Involution: Inverting the Inherence of Convolution for Visual Recognition


Mar 10, 2021
Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen

* Accepted to CVPR 2021. Code and models are available at https://github.com/d-li14/involution 

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Resolution Switchable Networks for Runtime Efficient Image Recognition


Jul 29, 2020
Yikai Wang, Fuchun Sun, Duo Li, Anbang Yao

* ECCV 2020. Code and models: https://github.com/yikaiw/RS-Nets 

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PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer


Jul 13, 2020
Duo Li, Anbang Yao, Qifeng Chen

* Accepted by ECCV 2020. Code and models are available at https://github.com/d-li14/PSConv 

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Learning to Learn Parameterized Classification Networks for Scalable Input Images


Jul 13, 2020
Duo Li, Anbang Yao, Qifeng Chen

* Accepted by ECCV 2020. Code and models are available at https://github.com/d-li14/SAN 

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Deep Reinforced Attention Learning for Quality-Aware Visual Recognition


Jul 13, 2020
Duo Li, Qifeng Chen

* Accepted by ECCV 2020 

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Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives


Mar 24, 2020
Duo Li, Qifeng Chen

* Accepted by CVPR 2020. Code and pretrained models are available at https://github.com/d-li14/DHM 

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HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions


Aug 11, 2019
Duo Li, Aojun Zhou, Anbang Yao

* Accepted by ICCV 2019. Code and pretrained models are available at https://github.com/d-li14/HBONet 

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