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MSP: Multi-Stage Prompting for Making Pre-trained Language Models Better Translators


Oct 13, 2021
Zhixing Tan, Xiangwen Zhang, Shuo Wang, Yang Liu

* Work in progress 

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Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation


Aug 07, 2021
Chen Chen, Chen Qin, Cheng Ouyang, Shuo Wang, Huaqi Qiu, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert

* Under review. 17 pages 

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Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation


Jul 16, 2021
Nicolo Savioli, Antonio de Marvao, Wenjia Bai, Shuo Wang, Stuart A. Cook, Calvin W. L. Chin, Daniel Rueckert, Declan P. O'Regan


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Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation


Jul 08, 2021
Shuo Wang, Chen Qin, Nicolo Savioli, Chen Chen, Declan O'Regan, Stuart Cook, Yike Guo, Daniel Rueckert, Wenjia Bai

* The paper is early accepted to MICCAI 2021. The codes are available at https://github.com/shuowang26/SRHeart 

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Language Models are Good Translators


Jun 25, 2021
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Wenxuan Wang, Maosong Sun, Yang Liu

* 12 pages. Work in progress. An earlier verison of this manuscript is under review 

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KIT Bus: A Shuttle Model for CARLA Simulator


Jun 17, 2021
Yusheng Xiang, Shuo Wang, Tianqing Su, Jun Li, Samuel S. Mao, Marcus Geimer

* 6 pages, 12 figures 

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On the Language Coverage Bias for Neural Machine Translation


Jun 07, 2021
Shuo Wang, Zhaopeng Tu, Zhixing Tan, Shuming Shi, Maosong Sun, Yang Liu

* ACL 2021, Long Findings 

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An Efficient Training Approach for Very Large Scale Face Recognition


Jun 04, 2021
Kai Wang, Shuo Wang, Zhipeng Zhou, Xiaobo Wang, Xiaojiang Peng, Baigui Sun, Hao Li, Yang You

* This is a very effcient framework for ultra-large-scale classification tasks. Our code is available at https://github.com/tiandunx/FFC. We will keep updating! 

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The 5th AI City Challenge


May 24, 2021
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Yue Yao, Liang Zheng, Pranamesh Chakraborty, Christian E. Lopez, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff

* Summary of the 5th AI City Challenge Workshop in conjunction with CVPR 2021 

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Robust Training Using Natural Transformation


May 10, 2021
Shuo Wang, Lingjuan Lyu, Surya Nepal, Carsten Rudolph, Marthie Grobler, Kristen Moore

* arXiv admin note: text overlap with arXiv:1912.03192, arXiv:2004.02546 by other authors 

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OCTOPUS: Overcoming Performance andPrivatization Bottlenecks in Distributed Learning


May 03, 2021
Shuo Wang, Surya Nepal, Kristen Moore, Marthie Grobler, Carsten Rudolph, Alsharif Abuadbba


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CFNet: LiDAR-Camera Registration Using Calibration Flow Network


Apr 24, 2021
Xudong Lv, Boya Wang, Ziwen Dou, Dong Ye, Shuo Wang


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High-quality Low-dose CT Reconstruction Using Convolutional Neural Networks with Spatial and Channel Squeeze and Excitation


Apr 01, 2021
Jingfeng Lu, Shuo Wang, Ping Li, Dong Ye


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Product semantics translation from brain activity via adversarial learning


Mar 29, 2021
Pan Wang, Zhifeng Gong, Shuo Wang, Hao Dong, Jialu Fan, Ling Li, Peter Childs, Yike Guo


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IUP: An Intelligent Utility Prediction Scheme for Solid-State Fermentation in 5G IoT


Mar 28, 2021
Min Wang, Shanchen Pang, Tong Ding, Sibo Qiao, Xue Zhai, Shuo Wang, Neal N. Xiong, Zhengwen Huang


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Multi-Pretext Attention Network for Few-shot Learning with Self-supervision


Mar 10, 2021
Hainan Li, Renshuai Tao, Jun Li, Haotong Qin, Yifu Ding, Shuo Wang, Xianglong Liu


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Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations


Jan 20, 2021
Tao Wei, Angelica I Aviles-Rivero, Shuo Wang, Yuan Huang, Fiona J Gilbert, Carola-Bibiane Schönlieb, Chang Wen Chen

* 10 pages, 5 figures 

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Neural Machine Translation: A Review of Methods, Resources, and Tools


Dec 31, 2020
Zhixing Tan, Shuo Wang, Zonghan Yang, Gang Chen, Xuancheng Huang, Maosong Sun, Yang Liu

* Accepted by AI Open 

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Lidar and Camera Self-Calibration using CostVolume Network


Dec 27, 2020
Xudong Lv, Boya Wang, Dong Ye, Shuo Wang


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ACDER: Augmented Curiosity-Driven Experience Replay


Nov 16, 2020
Boyao Li, Tao Lu, Jiayi Li, Ning Lu, Yinghao Cai, Shuo Wang


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Semantic Flow-guided Motion Removal Method for Robust Mapping


Oct 14, 2020
Xudong Lv, Boya Wang, Dong Ye, Shuo Wang

* 8 pages, 4 figures 

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Detection of Genuine and Posed Facial Expressions of Emotion: A Review


Aug 26, 2020
Shan Jia, Shuo Wang, Chuanbo Hu, Paula Webster, Xin Li


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A Multimodal Late Fusion Model for E-Commerce Product Classification


Aug 14, 2020
Ye Bi, Shuo Wang, Zhongrui Fan

* 4 pages, SIGIR 2020 E-commerce Workshop Data Challenge Technical Report 

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A Hybrid BERT and LightGBM based Model for Predicting Emotion GIF Categories on Twitter


Aug 14, 2020
Ye Bi, Shuo Wang, Zhongrui Fan

* 4 pages, ACL 2020 EmotionGIF Challenge Technical Report 

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Loss Function Search for Face Recognition


Jul 10, 2020
Xiaobo Wang, Shuo Wang, Cheng Chi, Shifeng Zhang, Tao Mei

* Accepted by ICML2020. arXiv admin note: substantial text overlap with arXiv:1912.00833; text overlap with arXiv:1905.07375 by other authors 

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Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI


Jul 04, 2020
Chen Qin, Shuo Wang, Chen Chen, Huaqi Qiu, Wenjia Bai, Daniel Rueckert

* The paper is early accepted by MICCAI 2020 

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