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Delving into Deep Image Prior for Adversarial Defense: A Novel Reconstruction-based Defense Framework


Jul 31, 2021
Li Ding, Yongwei Wang, Xin Ding, Kaiwen Yuan, Ping Wang, Hua Huang, Z. Jane Wang

* To be publish in ACM MM 2021 

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Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning


Jun 23, 2021
Hua Huang, Fanhua Shang, Yuanyuan Liu, Hongying Liu

* This paper has been accepted by International Joint Conference on Artificial Intelligence (IJCAI) 2021 

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Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization


Jan 22, 2021
Niankai Cheng, Hua Huang, Lei Zhang, Lizhi Wang

* This paper has been accepted by IEEE ICPR2020 

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TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems


Dec 11, 2020
Kaixuan Wei, Angelica Aviles-Rivero, Jingwei Liang, Ying Fu, Hua Huang, Carola-Bibiane Schönlieb

* The Journal extension of arXiv:2002.09611 

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Acoustic Echo Cancellation by Combining Adaptive Digital Filter and Recurrent Neural Network


May 19, 2020
Lu Ma, Hua Huang, Pei Zhao, Tengrong Su

* submitted to INTERSPEECH2020 

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A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising


Apr 09, 2020
Kaixuan Wei, Ying Fu, Jiaolong Yang, Hua Huang

* Accepted to CVPR 2020 (oral); code is available at https://github.com/Vandermode/NoiseModel 

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3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising


Mar 10, 2020
Kaixuan Wei, Ying Fu, Hua Huang

* Accepted by IEEE Transactions on Neural Network and Learning System (TNNLS), 2020 

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Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems


Feb 22, 2020
Kaixuan Wei, Angelica Aviles-Rivero, Jingwei Liang, Ying Fu, Carola-Bibiane Schnlieb, Hua Huang


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Normal Estimation for 3D Point Clouds via Local Plane Constraint and Multi-scale Selection


Oct 18, 2019
Jun Zhou, Hua Huang, Bin Liu, Xiuping Liu

* arXiv admin note: text overlap with arXiv:1710.04954, arXiv:1904.07172, arXiv:1812.00709 by other authors 

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Playing Atari Ball Games with Hierarchical Reinforcement Learning


Sep 27, 2019
Hua Huang, Adrian Barbu


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Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements


Apr 01, 2019
Kaixuan Wei, Jiaolong Yang, Ying Fu, David Wipf, Hua Huang

* Accepted to CVPR2019; code is available at https://github.com/Vandermode/ERRNet 

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Image Restoration from Patch-based Compressed Sensing Measurement


Jun 02, 2017
Guangtao Nie, Ying Fu, Yinqiang Zheng, Hua Huang


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