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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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Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling

Jul 03, 2020
Chengliang Dai, Shuo Wang, Yuanhan Mo, Kaichen Zhou, Elsa Angelini, Yike Guo, Wenjia Bai

* Paper accepted by MICCAI 2020 

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Deep Generative Model-based Quality Control for Cardiac MRI Segmentation

Jun 23, 2020
Shuo Wang, Giacomo Tarroni, Chen Qin, Yuanhan Mo, Chengliang Dai, Chen Chen, Ben Glocker, Yike Guo, Daniel Rueckert, Wenjia Bai

* The paper is accepted to MICCAI 2020 

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Realistic Adversarial Data Augmentation for MR Image Segmentation

Jun 23, 2020
Chen Chen, Chen Qin, Huaqi Qiu, Cheng Ouyang, Shuo Wang, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert

* 13 pages. This paper is accepted to MICCAI 2020 

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Grasp State Assessment of Deformable Objects Using Visual-Tactile Fusion Perception

Jun 23, 2020
Shaowei Cui, Rui Wang, Junhang Wei, Fanrong Li, Shuo Wang

* 7 pages, 9 figures, ICRA 2020 accepted 

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Adversarial Defense by Latent Style Transformations

Jun 17, 2020
Shuo Wang, Surya Nepal, Marthie Grobler, Carsten Rudolph, Tianle Chen, Shangyu Chen

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On the Inference Calibration of Neural Machine Translation

May 03, 2020
Shuo Wang, Zhaopeng Tu, Shuming Shi, Yang Liu

* Accepted by ACL2020 

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PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data

May 02, 2020
Zheng Tang, Milind Naphade, Stan Birchfield, Jonathan Tremblay, William Hodge, Ratnesh Kumar, Shuo Wang, Xiaodong Yang

* Accepted by ICCV 2019 

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The 4th AI City Challenge

Apr 30, 2020
Milind Naphade, Shuo Wang, David Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Liang Zheng, Anuj Sharma, Rama Chellappa, Pranamesh Chakraborty

* Organization summary of the 4th AI City Challenge Workshop @ CVPR 2020 

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An Epidemiological Modelling Approach for Covid19 via Data Assimilation

Apr 25, 2020
Philip Nadler, Shuo Wang, Rossella Arcucci, Xian Yang, Yike Guo

* 8 pages 

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Efficient Deep Representation Learning by Adaptive Latent Space Sampling

Apr 12, 2020
Yuanhan Mo, Shuo Wang, Chengliang Dai, Rui Zhou, Zhongzhao Teng, Wenjia Bai, Yike Guo

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Modal Regression based Structured Low-rank Matrix Recovery for Multi-view Learning

Mar 22, 2020
Jiamiao Xu, Fangzhao Wang, Qinmu Peng, Xinge You, Shuo Wang, Xiao-Yuan Jing, C. L. Philip Chen

* This article has been accepted by IEEE Transactions on Neural Networks and Learning Systems 

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PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting

Feb 10, 2020
Shuo Wang, Yanran Li, Jiang Zhang, Qingye Meng, Lingwei Meng, Fei Gao

* Submission to KDD 2020. 11 pages 

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Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study

Feb 08, 2020
Ke Li, Zilin Xiang, Tao Chen, Shuo Wang, Kay Chen Tan

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Defending Adversarial Attacks via Semantic Feature Manipulation

Feb 03, 2020
Shuo Wang, Tianle Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen

* arXiv admin note: text overlap with arXiv:2001.06640 and text overlap with arXiv:1705.09064 by other authors 

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