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Learning-based Motion Artifact Removal Networks (LEARN) for Quantitative $R_2^\ast$ Mapping


Sep 03, 2021
Xiaojian Xu, Satya V. V. N. Kothapalli, Jiaming Liu, Sayan Kahali, Weijie Gan, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov


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Overfitting the Data: Compact Neural Video Delivery via Content-aware Feature Modulation


Aug 18, 2021
Jiaming Liu, Ming Lu, Kaixin Chen, Xiaoqi Li, Shizun Wang, Zhaoqing Wang, Enhua Wu, Yurong Chen, Chuang Zhang, Ming Wu

* Accepted by ICCV 2021 

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MoDIR: Motion-Compensated Training for Deep Image Reconstruction without Ground Truth


Jul 12, 2021
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov


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Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition


Jun 07, 2021
Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov

* 25 pages, 11 figures 

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CoIL: Coordinate-based Internal Learning for Imaging Inverse Problems


Feb 09, 2021
Yu Sun, Jiaming Liu, Mingyang Xie, Brendt Wohlberg, Ulugbek S. Kamilov


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SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees


Jan 22, 2021
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov


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Joint Reconstruction and Calibration using Regularization by Denoising


Nov 26, 2020
Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov


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Practical Deep Raw Image Denoising on Mobile Devices


Oct 14, 2020
Yuzhi Wang, Haibin Huang, Qin Xu, Jiaming Liu, Yiqun Liu, Jue Wang


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Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors


Oct 03, 2020
Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek S. Kamilov


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Deep Image Reconstruction using Unregistered Measurements without Groundtruth


Sep 29, 2020
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov


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FGSD: A Dataset for Fine-Grained Ship Detection in High Resolution Satellite Images


Mar 15, 2020
Kaiyan Chen, Ming Wu, Jiaming Liu, Chuang Zhang


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EATEN: Entity-aware Attention for Single Shot Visual Text Extraction


Sep 20, 2019
He guo, Xiameng Qin, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding

* 7 pages 

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Infusing Learned Priors into Model-Based Multispectral Imaging


Sep 20, 2019
Jiaming Liu, Yu Sun, Ulugbek S. Kamilov

* arXiv admin note: text overlap with arXiv:1905.05113 

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Chinese Street View Text: Large-scale Chinese Text Reading with Partially Supervised Learning


Sep 17, 2019
Yipeng Sun, Jiaming Liu, Wei Liu, Junyu Han, Errui Ding, Jingtuo Liu

* ICCV 2019 to appear 

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Disentangled Image Matting


Sep 10, 2019
Shaofan Cai, Xiaoshuai Zhang, Haoqiang Fan, Haibin Huang, Jiangyu Liu, Jiaming Liu, Jiaying Liu, Jue Wang, Jian Sun


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Online Regularization by Denoising with Applications to Phase Retrieval


Sep 04, 2019
Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek S. Kamilov

* Accepted ICCVW 2019 (LCI) 

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Editing Text in the Wild


Aug 08, 2019
Liang Wu, Chengquan Zhang, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding, Xiang Bai

* accepted by ACM MM 2019 

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Semi-supervised Skin Detection by Network with Mutual Guidance


Aug 06, 2019
Yi He, Jiayuan Shi, Chuan Wang, Haibin Huang, Jiaming Liu, Guanbin Li, Risheng Liu, Jue Wang

* Accepted by ICCV 2019 

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Block Coordinate Regularization by Denoising


May 13, 2019
Yu Sun, Jiaming Liu, Ulugbek S. Kamilov


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Frame-Recurrent Video Inpainting by Robust Optical Flow Inference


May 08, 2019
Yifan Ding, Chuan Wang, Haibin Huang, Jiaming Liu, Jue Wang, Liqiang Wang


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Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation


Apr 29, 2019
Jiaming Liu, Chi-Hao Wu, Yuzhi Wang, Qin Xu, Yuqian Zhou, Haibin Huang, Chuan Wang, Shaofan Cai, Yifan Ding, Haoqiang Fan, Jue Wang

* Accepted by CVPRW 2019 

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Detecting Text in the Wild with Deep Character Embedding Network


Jan 02, 2019
Jiaming Liu, Chengquan Zhang, Yipeng Sun, Junyu Han, Errui Ding

* Asian Conference on Computer Vision 2018 

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TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network


Dec 24, 2018
Yipeng Sun, Chengquan Zhang, Zuming Huang, Jiaming Liu, Junyu Han, Errui Ding

* Asian conference on computer vision, 2018, oral presentation 

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Image Restoration using Total Variation Regularized Deep Image Prior


Oct 30, 2018
Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov


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