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A New Backbone for Hyperspectral Image Reconstruction


Sep 09, 2021
Jiamian Wang, Yulun Zhang, Xin Yuan, Yun Fu, Zhiqiang Tao

* add references 

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Long-Term, in-the-Wild Study of Feedback about Speech Intelligibility for K-12 Students Attending Class via a Telepresence Robot


Aug 24, 2021
Matthew Rueben, Mohammad Syed, Emily London, Mark Camarena, Eunsook Shin, Yulun Zhang, Timothy S. Wang, Thomas R. Groechel, Rhianna Lee, Maja J. Matarić

* Proceedings of the 2021 International Conference on Multimodal Interaction (ICMI '21), October 18-22, 2021, Montreal, QC, Canada. ACM, New York, NY, USA, 10 pages 

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Towards Exploiting Geometry and Time for Fast Off-Distribution Adaptation in Multi-Task Robot Learning


Jun 29, 2021
K. R. Zentner, Ryan Julian, Ujjwal Puri, Yulun Zhang, Gaurav Sukhatme

* Accepted to Challenges of Real World Reinforcement Learning, Virtual Workshop at NeurIPS 2020 

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On the Importance of Environments in Human-Robot Coordination


Jun 28, 2021
Matthew C. Fontaine, Ya-Chuan Hsu, Yulun Zhang, Bryon Tjanaka, Stefanos Nikolaidis

* Accepted to Robotics: Science and Systems (RSS) 2021 

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Towards Exploiting Geometry and Time for FastOff-Distribution Adaptation in Multi-Task RobotLearning


Jun 24, 2021
K. R. Zentner, Ryan Julian, Ujjwal Puri, Yulun Zhang, Gaurav Sukhatme

* Accepted to Challenges of Real World Reinforcement Learning, Virtual Workshop at NeurIPS 2020 

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Adapting Stepsizes by Momentumized Gradients Improves Optimization and Generalization


Jun 22, 2021
Yizhou Wang, Yue Kang, Can Qin, Yi Xu, Huan Wang, Yulun Zhang, Yun Fu

* 40 pages, 27 figures 

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Semi-Supervised Domain Adaptation with Prototypical Alignment and Consistency Learning


Apr 19, 2021
Kai Li, Chang Liu, Handong Zhao, Yulun Zhang, Yun Fu

* 10 pages, 2 figures 

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Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution


Apr 15, 2021
Xiaoyu Xiang, Yapeng Tian, Yulun Zhang, Yun Fu, Jan P. Allebach, Chenliang Xu

* Journal version of "Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution"(CVPR-2020). 14 pages, 14 figures 

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Emerging Paradigms of Neural Network Pruning


Mar 11, 2021
Huan Wang, Can Qin, Yulun Zhang, Yun Fu


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GAN Inversion: A Survey


Jan 14, 2021
Weihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang

* papers on generative modeling: https://github.com/zhoubolei/awesome-generative-modeling awesome gan-inversion papers: https://github.com/weihaox/awesome-image-translation/blob/master/awesome-gan-inversion.md 

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Neural Pruning via Growing Regularization


Dec 16, 2020
Huan Wang, Can Qin, Yulun Zhang, Yun Fu


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Neural Sparse Representation for Image Restoration


Jun 08, 2020
Yuchen Fan, Jiahui Yu, Yiqun Mei, Yulun Zhang, Yun Fu, Ding Liu, Thomas S. Huang


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Pyramid Attention Networks for Image Restoration


Jun 03, 2020
Yiqun Mei, Yuchen Fan, Yulun Zhang, Jiahui Yu, Yuqian Zhou, Ding Liu, Yun Fu, Thomas S. Huang, Humphrey Shi


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Adversarial Feature Hallucination Networks for Few-Shot Learning


Mar 30, 2020
Kai Li, Yulun Zhang, Kunpeng Li, Yun Fu

* To appear in CVPR 2020 

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Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution


Feb 26, 2020
Xiaoyu Xiang, Yapeng Tian, Yulun Zhang, Yun Fu, Jan P. Allebach, Chenliang Xu

* This work is accepted in CVPR 2020. The source code and pre-trained model are available on https://github.com/Mukosame/Zooming-Slow-Mo-CVPR-2020. 12 pages, 10 figures 

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Texture Hallucination for Large-Scale Painting Super-Resolution


Dec 01, 2019
Yulun Zhang, Zhifei Zhang, Stephen DiVerdi, Zhaowen Wang, Jose Echevarria, Yun Fu

* Supplementary material contains more visual results and is available at http://yulunzhang.com/papers/PaintingSR_supp_arXiv.pdf 

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Joint Super-Resolution and Alignment of Tiny Faces


Nov 19, 2019
Yu Yin, Joseph P. Robinson, Yulun Zhang, Yun Fu

* Accepted by AAAI 2020 

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Visual Semantic Reasoning for Image-Text Matching


Sep 06, 2019
Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu

* Accepted to ICCV 2019 (Oral) 

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Multimodal Style Transfer via Graph Cuts


May 17, 2019
Yulun Zhang, Chen Fang, Yilin Wang, Zhaowen Wang, Zhe Lin, Yun Fu, Jimei Yang

* Supplementary file: http://yulunzhang.com/papers/MST_supp_arXiv.pdf The MST source code will be available after the paper is published. Fix typos in Eq.(11) and (12) 

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Residual Non-local Attention Networks for Image Restoration


Mar 24, 2019
Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu

* To appear in ICLR 2019 

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Residual Dense Network for Image Restoration


Dec 25, 2018
Yulun Zhang, Yapeng Tian, Yu Kong, Bineng Zhong, Yun Fu

* 14 pages, 14 figures. arXiv admin note: substantial text overlap with arXiv:1802.08797 

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TDAN: Temporally Deformable Alignment Network for Video Super-Resolution


Dec 07, 2018
Yapeng Tian, Yulun Zhang, Yun Fu, Chenliang Xu

* 10 pages, 6 figures, demo link http://www.youtube.com/watch?v=eZExENE50I0 

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Channel Splitting Network for Single MR Image Super-Resolution


Oct 15, 2018
Xiaole Zhao, Yulun Zhang, Tao Zhang, Xueming Zou

* 12 pages, 10 figures and 4 tables 

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Support Neighbor Loss for Person Re-Identification


Aug 18, 2018
Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu

* Accepted by ACM Multimedia (ACM MM) 2018 

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Image Super-Resolution Using Very Deep Residual Channel Attention Networks


Jul 12, 2018
Yulun Zhang, Kunpeng Li, Kai Li, Lichen Wang, Bineng Zhong, Yun Fu

* To appear in ECCV 2018 

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