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Dynamic Resolution Network


Jun 05, 2021
Mingjian Zhu, Kai Han, Enhua Wu, Qiulin Zhang, Ying Nie, Zhenzhong Lan, Yunhe Wang


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Patch Slimming for Efficient Vision Transformers


Jun 05, 2021
Yehui Tang, Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo, Chao Xu, Dacheng Tao


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Dense Reconstruction of Transparent Objects by Altering Incident Light Paths Through Refraction


May 20, 2021
Kai Han, Kwan-Yee K. Wong, Miaomiao Liu

* International Journal of Computer Vision (IJCV) 

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Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data


Apr 27, 2021
Xuhui Jia, Kai Han, Yukun Zhu, Bradley Green


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Visual Transformer Pruning


Apr 20, 2021
Mingjian Zhu, Kai Han, Yehui Tang, Yunhe Wang


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Distilling Object Detectors via Decoupled Features


Mar 26, 2021
Jianyuan Guo, Kai Han, Yunhe Wang, Han Wu, Xinghao Chen, Chunjing Xu, Chang Xu

* Accepted in CVPR 2021 

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Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification


Mar 26, 2021
Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang

* CVPR 2021 

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Learning Frequency Domain Approximation for Binary Neural Networks


Mar 01, 2021
Yixing Xu, Kai Han, Chang Xu, Yehui Tang, Chunjing Xu, Yunhe Wang

* 10 pages, 4 figures 

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Transformer in Transformer


Feb 27, 2021
Kai Han, An Xiao, Enhua Wu, Jianyuan Guo, Chunjing Xu, Yunhe Wang


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AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence


Feb 03, 2021
Yunhe Wang, Mingqiang Huang, Kai Han, Hanting Chen, Wei Zhang, Chunjing Xu, Dacheng Tao


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A Survey on Visual Transformer


Jan 30, 2021
Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao


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Fixed Viewpoint Mirror Surface Reconstruction under an Uncalibrated Camera


Jan 23, 2021
Kai Han, Miaomiao Liu, Dirk Schnieders, Kwan-Yee K. Wong

* IEEE Transactions on Image Processing (TIP). Code available at https://github.com/k-han/mirror 

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GhostSR: Learning Ghost Features for Efficient Image Super-Resolution


Jan 21, 2021
Ying Nie, Kai Han, Zhenhua Liu, An Xiao, Yiping Deng, Chunjing Xu, Yunhe Wang


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$\mathbb{X}$Resolution Correspondence Networks


Dec 17, 2020
Georgi Tinchev, Shuda Li, Kai Han, David Mitchell, Rigas Kouskouridas

* Preprint. Code will be available at https://xyz-r-d.github.io/xrcnet 

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Dynamic Feature Pyramid Networks for Object Detection


Dec 01, 2020
Mingjian Zhu, Kai Han, Changbin Yu, Yunhe Wang


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Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets


Oct 28, 2020
Kai Han, Yunhe Wang, Qiulin Zhang, Wei Zhang, Chunjing Xu, Tong Zhang

* NeurIPS 2020 

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Deterministic Approximation for Submodular Maximization over a Matroid in Nearly Linear Time


Oct 22, 2020
Kai Han, Zongmai Cao, Shuang Cui, Benwei Wu

* Accepted to appear in the Thirty-Fourth Conference on Neural Information Processing Systems (NeurIPS 2020) 

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Training Binary Neural Networks through Learning with Noisy Supervision


Oct 10, 2020
Kai Han, Yunhe Wang, Yixing Xu, Chunjing Xu, Enhua Wu, Chang Xu

* ICML 2020 

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Searching for Low-Bit Weights in Quantized Neural Networks


Sep 18, 2020
Zhaohui Yang, Yunhe Wang, Kai Han, Chunjing Xu, Chao Xu, Dacheng Tao, Chang Xu


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Revisiting Modified Greedy Algorithm for Monotone Submodular Maximization with a Knapsack Constraint


Aug 12, 2020
Jing Tang, Xueyan Tang, Andrew Lim, Kai Han, Chongshou Li, Junsong Yuan


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Deep Photometric Stereo for Non-Lambertian Surfaces


Jul 26, 2020
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong


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LSD-C: Linearly Separable Deep Clusters


Jun 17, 2020
Sylvestre-Alvise Rebuffi, Sebastien Ehrhardt, Kai Han, Andrea Vedaldi, Andrew Zisserman

* Code available at https://github.com/srebuffi/lsd-clusters 

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Dual-Resolution Correspondence Networks


Jun 16, 2020
Xinghui Li, Kai Han, Shuda Li, Victor Adrian Prisacariu


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Anisotropic Convolutional Networks for 3D Semantic Scene Completion


Apr 05, 2020
Jie Li, Kai Han, Peng Wang, Yu Liu, Xia Yuan


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Correspondence Networks with Adaptive Neighbourhood Consensus


Mar 26, 2020
Shuda Li, Kai Han, Theo W. Costain, Henry Howard-Jenkins, Victor Prisacariu

* CVPR 2020. Project page: https://ancnet.avlcode.org/ 

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Learning Inverse Rendering of Faces from Real-world Videos


Mar 26, 2020
Yuda Qiu, Zhangyang Xiong, Kai Han, Zhongyuan Wang, Zixiang Xiong, Xiaoguang Han

* First two authors contributed equally. Code:https://github.com/RudyQ/InverseFaceRender 

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