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Towards Adversarial-Resilient Deep Neural Networks for False Data Injection Attack Detection in Power Grids


Feb 17, 2021
Jiangnan Li, Yingyuan Yang, Jinyuan Stella Sun, Kevin Tomsovic, Hairong Qi


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CenterFusion: Center-based Radar and Camera Fusion for 3D Object Detection


Nov 10, 2020
Ramin Nabati, Hairong Qi

* WACV 2021 

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Radar-Camera Sensor Fusion for Joint Object Detection and Distance Estimation in Autonomous Vehicles


Sep 17, 2020
Ramin Nabati, Hairong Qi

* 12th Workshop on Planning, Perception and Navigation for Intelligent Vehicles, IROS 2020 

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Physically-Constrained Transfer Learning through Shared Abundance Space for Hyperspectral Image Classification


Aug 30, 2020
Ying Qu, Razieh Kaviani Baghbaderani, Wei Li, Lianru Gao, Hairong Qi


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Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery


Jul 21, 2020
Razieh Kaviani Baghbaderani, Ying Qu, Hairong Qi, Craig Stutts

* 20 pages, 10 figures, European Conference on Computer Vision (ECCV) 2020 

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Unsupervised Pansharpening Based on Self-Attention Mechanism


Jun 16, 2020
Ying Qu, Razieh Kaviani Baghbaderani, Hairong Qi, Chiman Kwan

* submitted to TGRS 

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Context Aware Road-user Importance Estimation (iCARE)


Aug 30, 2019
Alireza Rahimpour, Sujitha Martin, Ashish Tawari, Hairong Qi

* Published in: IEEE Intelligent Vehicles (IV), 2019 

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advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns


Aug 28, 2019
Zhibo Wang, Siyan Zheng, Mengkai Song, Qian Wang, Alireza Rahimpour, Hairong Qi

* 10 pages, 6 figures, Accepted by ICCV 2019 

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One-Shot Mutual Affine-Transfer for Photorealistic Stylization


Jul 24, 2019
Ying Qu, Zhenzhou Shao, Hairong Qi


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Investigating Channel Pruning through Structural Redundancy Reduction - A Statistical Study


May 19, 2019
Chengcheng Li, Zi Wang, Dali Wang, Xiangyang Wang, Hairong Qi

* 2019 ICML Workshop, Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR). Unnecessary figure after reference removed 

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RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles


May 15, 2019
Ramin Nabati, Hairong Qi

* To appear in ICIP 2019 

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Unsupervised and Unregistered Hyperspectral Image Super-Resolution with Mutual Dirichlet-Net


May 10, 2019
Ying Qu, Hairong Qi, Chiman Kwan

* Submitted to IEEE Transactions on Image Processing 

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Image Super-Resolution by Neural Texture Transfer


Mar 06, 2019
Zhifei Zhang, Zhaowen Wang, Zhe Lin, Hairong Qi

* Project Page: http://web.eecs.utk.edu/~zzhang61/project_page/SRNTT/SRNTT.html. arXiv admin note: text overlap with arXiv:1804.03360 

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Speeding up convolutional networks pruning with coarse ranking


Feb 18, 2019
Zi Wang, Chengcheng Li, Dali Wang, Xiangyang Wang, Hairong Qi

* Submitted to ICIP 2019 

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Single-shot Channel Pruning Based on Alternating Direction Method of Multipliers


Feb 18, 2019
Chengcheng Li, Zi Wang, Xiangyang Wang, Hairong Qi

* Submitted to ICIP 2019 

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Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning


Dec 05, 2018
Zhibo Wang, Mengkai Song, Zhifei Zhang, Yang Song, Qian Wang, Hairong Qi

* The 38th Annual IEEE International Conference on Computer Communications (INFOCOM 2019) 

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Attention-based Few-Shot Person Re-identification Using Meta Learning


Oct 08, 2018
Alireza Rahimpour, Hairong Qi


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Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution


Jul 15, 2018
Ying Qu, Hairong Qi, Chiman Kwan

* Accepted by The IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018, Spotlight) 

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Person Re-identification Using Visual Attention


Jun 25, 2018
Alireza Rahimpour, Liu Liu, Ali Taalimi, Yang Song, Hairong Qi

* Published at IEEE International Conference on Image Processing 2017 Supplementary material added to the main paper in new version 

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Talking Face Generation by Conditional Recurrent Adversarial Network


May 05, 2018
Yang Song, Jingwen Zhu, Xiaolong Wang, Hairong Qi

* Project Page:http://web.eecs.utk.edu/~ysong18/projects/talkingface/talkingface.html 

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Fast-converging Conditional Generative Adversarial Networks for Image Synthesis


May 05, 2018
Chengcheng Li, Zi Wang, Hairong Qi

* Accepted by ICIP 2018 

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Reference-Conditioned Super-Resolution by Neural Texture Transfer


Apr 10, 2018
Zhifei Zhang, Zhaowen Wang, Zhe Lin, Hairong Qi

* Project Page: http://web.eecs.utk.edu/~zzhang61/project_page/SRNTT/SRNTT.html 

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Discriminative Cross-View Binary Representation Learning


Apr 04, 2018
Liu Liu, Hairong Qi

* WACV2018 
* Published in WACV2018. Code will be available soon 

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Decoupled Learning for Conditional Adversarial Networks


Jan 21, 2018
Zhifei Zhang, Yang Song, Hairong Qi


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r-BTN: Cross-domain Face Composite and Synthesis from Limited Facial Patches


Dec 06, 2017
Yang Song, Zhifei Zhang, Hairong Qi

* Accepted by AAAI 2018 

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Feature Encoding in Band-limited Distributed Surveillance Systems


Jun 06, 2017
Alireza Rahimpour, Ali Taalimi, Hairong Qi

* To be published (Accepted) in: The 42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017) 

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End-to-end Binary Representation Learning via Direct Binary Embedding


Jun 04, 2017
Liu Liu, Alireza Rahimpour, Ali Taalimi, Hairong Qi

* Accepted by ICIP'17 

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Multi-View Task-Driven Recognition in Visual Sensor Networks


May 31, 2017
Ali Taalimi, Alireza Rahimpour, Liu Liu, Hairong Qi

* 5 pages, Accepted in International Conference of Image Processing, 2017 

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Addressing Ambiguity in Multi-target Tracking by Hierarchical Strategy


May 30, 2017
Ali Taalimi, Liu Liu, Hairong Qi

* 5 pages, Accepted in International Conference of Image Processing, 2017 

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