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Picture for Guanghui Wang

Guanghui Wang

Department of Computer Science, Ryerson University, Toronto, ON, Canada M5B 2K3

Audio-Visual Transformer Based Crowd Counting


Sep 04, 2021
Usman Sajid, Xiangyu Chen, Hasan Sajid, Taejoon Kim, Guanghui Wang


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DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer


Aug 19, 2021
Wenju Xu, Chengjiang Long, Ruisheng Wang, Guanghui Wang


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Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation


Aug 02, 2021
Yiju Yang, Taejoon Kim, Guanghui Wang


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Momentum Accelerates the Convergence of Stochastic AUPRC Maximization


Jul 02, 2021
Guanghui Wang, Ming Yang, Lijun Zhang, Tianbao Yang


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A Fine-Grained Visual Attention Approach for Fingerspelling Recognition in the Wild


May 17, 2021
Kamala Gajurel, Cuncong Zhong, Guanghui Wang

* 7 pages, 3 figures 

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A Simple yet Universal Strategy for Online Convex Optimization


May 14, 2021
Lijun Zhang, Guanghui Wang, Jinfeng Yi, Tianbao Yang


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Few-Shot Learning by Integrating Spatial and Frequency Representation


May 11, 2021
Xiangyu Chen, Guanghui Wang


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Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation


May 03, 2021
Krushi Patel, Andres M. Bur, Guanghui Wang


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SGNet: A Super-class Guided Network for Image Classification and Object Detection


Apr 26, 2021
Kaidong Li, Nina Y. Wang, Yiju Yang, Guanghui Wang


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Parallel Scale-wise Attention Network for Effective Scene Text Recognition


Apr 25, 2021
Usman Sajid, Michael Chow, Jin Zhang, Taejoon Kim, Guanghui Wang


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Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations


Apr 22, 2021
Kaidong Li, Mohammad I. Fathan, Krushi Patel, Tianxiao Zhang, Cuncong Zhong, Ajay Bansal, Amit Rastogi, Jean S. Wang, Guanghui Wang


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Branch-and-Pruning Optimization Towards Global Optimality in Deep Learning


Apr 05, 2021
Yuanwei Wu, Ziming Zhang, Guanghui Wang

* 30 pages, 18 figures. arXiv admin note: substantial text overlap with arXiv:1711.06959 

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Online Convex Optimization with Continuous Switching Constraint


Mar 21, 2021
Guanghui Wang, Yuanyu Wan, Tianbao Yang, Lijun Zhang

* 18 pages, 2 figures 

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Projection-free Distributed Online Learning with Strongly Convex Losses


Mar 20, 2021
Yuanyu Wan, Guanghui Wang, Lijun Zhang


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Classification of Long Noncoding RNA Elements Using Deep Convolutional Neural Networks and Siamese Networks


Feb 10, 2021
Brian McClannahan, Cucong Zhong, Guanghui Wang

* arXiv admin note: text overlap with arXiv:2008.10580 

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SOSD-Net: Joint Semantic Object Segmentation and Depth Estimation from Monocular images


Jan 19, 2021
Lei He, Jiwen Lu, Guanghui Wang, Shiyu Song, Jie Zhou


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Six-channel Image Representation for Cross-domain Object Detection


Jan 03, 2021
Tianxiao Zhang, Wenchi Ma, Guanghui Wang


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Efficient Golf Ball Detection and Tracking Based on Convolutional Neural Networks and Kalman Filter


Dec 17, 2020
Tianxiao Zhang, Xiaohan Zhang, Yiju Yang, Zongbo Wang, Guanghui Wang


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Stereo Frustums: A Siamese Pipeline for 3D Object Detection


Nov 08, 2020
Xi Mo, Usman Sajid, Guanghui Wang

* Accepted by Journal of Intelligent & Robotic Systems (JIRS) 

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Deep Feature Augmentation for Occluded Image Classification


Nov 02, 2020
Feng Cen, Xiaoyu Zhao, Wuzhuang Li, Guanghui Wang


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Why Layer-Wise Learning is Hard to Scale-up and a Possible Solution via Accelerated Downsampling


Oct 15, 2020
Wenchi Ma, Miao Yu, Kaidong Li, Guanghui Wang


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Multi-Resolution Fusion and Multi-scale Input Priors Based Crowd Counting


Oct 04, 2020
Usman Sajid, Wenchi Ma, Guanghui Wang


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Classification of Noncoding RNA Elements Using Deep Convolutional Neural Networks


Aug 24, 2020
Brian McClannahan, Krushi Patel, Usman Sajid, Cuncong Zhong, Guanghui Wang


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Location-Aware Box Reasoning for Anchor-Based Single-Shot Object Detection


Jul 13, 2020
Wenchi Ma, Kaidong Li, Guanghui Wang


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A Comparative Study on Polyp Classification using Convolutional Neural Networks


Jul 12, 2020
Krushi Patel, Kaidong Li, Ke Tao, Quan Wang, Ajay Bansal, Amit Rastogi, Guanghui Wang


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Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs


Apr 28, 2020
Bo Xue, Guanghui Wang, Yimu Wang, Lijun Zhang


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ZoomCount: A Zooming Mechanism for Crowd Counting in Static Images


Feb 27, 2020
Usman Sajid, Hasan Sajid, Hongcheng Wang, Guanghui Wang


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