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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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OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning

Jan 18, 2020
Shuo Wang, Tianle Chen, Shangyu Chen, Carsten Rudolph, Surya Nepal, Marthie Grobler


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Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network

Jan 18, 2020
Mengyuan Chen, Jiang Zhang, Zhang Zhang, Lun Du, Qiao Hu, Shuo Wang, Jiaqi Zhu


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Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models

Jan 10, 2020
Shuo Wang, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen, Tianle Chen


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Generating Semantic Adversarial Examples via Feature Manipulation

Jan 06, 2020
Shuo Wang, Shangyu Chen, Tianle Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler

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

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A Two-stream End-to-End Deep Learning Network for Recognizing Atypical Visual Attention in Autism Spectrum Disorder

Nov 26, 2019
Jin Xie, Longfei Wang, Paula Webster, Yang Yao, Jiayao Sun, Shuo Wang, Huihui Zhou


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Mis-classified Vector Guided Softmax Loss for Face Recognition

Nov 26, 2019
Xiaobo Wang, Shifeng Zhang, Shuo Wang, Tianyu Fu, Hailin Shi, Tao Mei

* Accepted by AAAI2020 as Oral presentation. arXiv admin note: substantial text overlap with arXiv:1812.11317 

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Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction

Nov 19, 2019
Shuo Wang, Chengliang Dai, Yuanhan Mo, Elsa Angelini, Yike Guo, Wenjia Bai

* MICCAI BraTS 2019 Challenge 

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Time-Aware Gated Recurrent Unit Networks for Road Surface Friction Prediction Using Historical Data

Nov 01, 2019
Ziyuan Pu, Zhiyong Cui, Shuo Wang, Qianmu Li, Yinhai Wang


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