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Accurate and Generalizable Quantitative Scoring of Liver Steatosis from Ultrasound Images via Scalable Deep Learning


Oct 12, 2021
Bowen Li, Dar-In Tai, Ke Yan, Yi-Cheng Chen, Shiu-Feng Huang, Tse-Hwa Hsu, Wan-Ting Yu, Jing Xiao, Le Lu, Adam P. Harrison

* Journal paper submission, 45 pages (main body: 28 pages, supplementary material: 17 pages) 

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FedIPR: Ownership Verification for Federated Deep Neural Network Models


Sep 27, 2021
Lixin Fan, Bowen Li, Hanlin Gu, Jie Li, Qiang Yang

* 23 pages, 12 figures 

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Federated Deep Learning with Bayesian Privacy


Sep 27, 2021
Hanlin Gu, Lixin Fan, Bowen Li, Yan Kang, Yuan Yao, Qiang Yang


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Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception


Aug 19, 2021
Bowen Li, Weixia Zhang, Meng Tian, Guangtao Zhai, Xianpei Wang


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HiFT: Hierarchical Feature Transformer for Aerial Tracking


Aug 15, 2021
Ziang Cao, Changhong Fu, Junjie Ye, Bowen Li, Yiming Li

* 2021 IEEE International Conference on Computer Vision (ICCV) 

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DarkLighter: Light Up the Darkness for UAV Tracking


Jul 30, 2021
Junjie Ye, Changhong Fu, Guangze Zheng, Ziang Cao, Bowen Li

* Accepted by IROS 2021 

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Unity Perception: Generate Synthetic Data for Computer Vision


Jul 19, 2021
Steve Borkman, Adam Crespi, Saurav Dhakad, Sujoy Ganguly, Jonathan Hogins, You-Cyuan Jhang, Mohsen Kamalzadeh, Bowen Li, Steven Leal, Pete Parisi, Cesar Romero, Wesley Smith, Alex Thaman, Samuel Warren, Nupur Yadav

* We corrected tasks supported by NVISII platform. For the Unity perception package, see https://github.com/Unity-Technologies/com.unity.perception 

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SiamAPN++: Siamese Attentional Aggregation Network for Real-Time UAV Tracking


Jun 16, 2021
Ziang Cao, Changhong Fu, Junjie Ye, Bowen Li, Yiming Li


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ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking


Jun 04, 2021
Bowen Li, Changhong Fu, Fangqiang Ding, Junjie Ye, Fuling Lin

* 7 pages, 5 figures 

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Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings


Apr 16, 2021
Bowen Li, Xinping Ren, Ke Yan, Le Lu, Guotong Xie, Jing Xiao, Dar-In Tai, Adam P. Harrison

* Main body includes 10 pages and 3 figures 

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Predictive Visual Tracking: A New Benchmark and Baseline Approach


Mar 08, 2021
Bowen Li, Yiming Li, Junjie Ye, Changhong Fu, Hang Zhao

* 7 pages, 5 figures 

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All-Day Object Tracking for Unmanned Aerial Vehicle


Jan 24, 2021
Bowen Li, Changhong Fu, Fangqiang Ding, Junjie Ye, Fuling Lin

* 13 pages, 14 figures 

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Correlation Filter for UAV-Based Aerial Tracking: A Review and Experimental Evaluation


Oct 31, 2020
Changhong Fu, Bowen Li, Fangqiang Ding, Fuling Lin, Geng Lu

* 27 pages, 9 figures, submitted to GRSM 

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Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation


Oct 23, 2020
Bowen Li, Xiaojuan Qi, Philip H. S. Torr, Thomas Lukasiewicz

* NeurIPS 2020 

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Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads


Oct 19, 2020
Bowen Li, Taeuk Kim, Reinald Kim Amplayo, Frank Keller

* AACL-IJCNLP 2020 

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Reliable Liver Fibrosis Assessment from Ultrasound using Global Hetero-Image Fusion and View-Specific Parameterization


Aug 07, 2020
Bowen Li, Ke Yan, Dar-In Tai, Yuankai Huo, Le Lu, Jing Xiao, Adam P. Harrison

* 10 pages, MICCAI 2020 

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Knowledge Graph Extraction from Videos


Jul 20, 2020
Louis Mahon, Eleonora Giunchiglia, Bowen Li, Thomas Lukasiewicz

* 10 pages, 4 figures 

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Image-to-Image Translation with Text Guidance


Feb 12, 2020
Bowen Li, Xiaojuan Qi, Philip H. S. Torr, Thomas Lukasiewicz


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ManiGAN: Text-Guided Image Manipulation


Dec 12, 2019
Bowen Li, Xiaojuan Qi, Thomas Lukasiewicz, Philip H. S. Torr


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Controllable Text-to-Image Generation


Sep 16, 2019
Bowen Li, Xiaojuan Qi, Thomas Lukasiewicz, Philip H. S. Torr


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An Imitation Learning Approach to Unsupervised Parsing


Jun 05, 2019
Bowen Li, Lili Mou, Frank Keller

* ACL2019 

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Dependency Grammar Induction with a Neural Variational Transition-based Parser


Nov 14, 2018
Bowen Li, Jianpeng Cheng, Yang Liu, Frank Keller

* AAAI-19 

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Nonparametric Marginal Analysis of Recurrent Events Data under Competing Risks


Jul 06, 2017
Bowen Li

* PhD Dissertation, 73 pages 

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