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A Comparison for Patch-level Classification of Deep Learning Methods on Transparent Images: from Convolutional Neural Networks to Visual Transformers


Jun 22, 2021
Hechen Yang, Chen Li, Peng Zhao, Ao Chen, Xin Zhao, Marcin Grzegorzek


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Medical Matting: A New Perspective on Medical Segmentation with Uncertainty


Jun 18, 2021
Lin Wang, Lie Ju, Donghao Zhang, Xin Wang, Wanji He, Yelin Huang, Zhiwen Yang, Xuan Yao, Xin Zhao, Xiufen Ye, Zongyuan Ge


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A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: from Traditional Image Processing and Classical Machine Learning to Current Deep Convolutional Neural Networks and Potential Visual Transformers


May 07, 2021
Chen Li, Pingli Ma, Md Mamunur Rahaman, Yudong Yao, Jiawei Zhang, Shuojia Zou, Xin Zhao, Marcin Grzegorzek


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Relational Subsets Knowledge Distillation for Long-tailed Retinal Diseases Recognition


Apr 22, 2021
Lie Ju, Xin Wang, Lin Wang, Tongliang Liu, Xin Zhao, Tom Drummond, Dwarikanath Mahapatra, Zongyuan Ge


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A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches


Mar 25, 2021
Chen Li, Jiawei Zhang, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek


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Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation


Feb 28, 2021
Lie Ju, Xin Wang, Lin Wang, Dwarikanath Mahapatra, Xin Zhao, Mehrtash Harandi, Tom Drummond, Tongliang Liu, Zongyuan Ge


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A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis


Feb 24, 2021
Frank Kulwa, Chen Li, Jinghua Zhang, Kimiaki Shirahama, Sergey Kosov, Xin Zhao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek


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Solid Texture Synthesis using Generative Adversarial Networks


Feb 08, 2021
Xin Zhao, Lin Wang, Jifeng Guo, Bo Yang, Junteng Zheng, Fanqi Li


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Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling


Nov 27, 2020
Lie Ju, Xin Wang, Xin Zhao, Paul Bonnington, Tom Drummond, Zongyuan Ge


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RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering


Oct 16, 2020
Yingqi Qu Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang


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Learning Category- and Instance-Aware Pixel Embedding for Fast Panoptic Segmentation


Sep 28, 2020
Naiyu Gao, Yanhu Shan, Xin Zhao, Kaiqi Huang


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A Lite Microphone Array Beamforming Scheme with Maximum Signal-to-Noise Ratio Filter


May 19, 2020
Lu Ma, Xin Zhao, Pei Zhao, Tengrong Su

* submitted to INTERSPEECH2020 

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Synergic Adversarial Label Learning with DR and AMD for Retinal Image Grading


Mar 27, 2020
Lie Ju, Xin Wang, Xin Zhao, Paul Bonnington, Zongyuan Ge


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A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation


Mar 08, 2020
Jinghua Zhang, Chen Li, Frank Kulwa, Xin Zhao, Changhao Sun, Zihan Li, Tao Jiang, Hong Li


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GlobalTrack: A Simple and Strong Baseline for Long-term Tracking


Dec 18, 2019
Lianghua Huang, Xin Zhao, Kaiqi Huang

* Accepted in AAAI2020 

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TANet: Robust 3D Object Detection from Point Clouds with Triple Attention


Dec 11, 2019
Zhe Liu, Xin Zhao, Tengteng Huang, Ruolan Hu, Yu Zhou, Xiang Bai

* AAAI 2020(Oral) 

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UER: An Open-Source Toolkit for Pre-training Models


Sep 12, 2019
Zhe Zhao, Hui Chen, Jinbin Zhang, Xin Zhao, Tao Liu, Wei Lu, Xi Chen, Haotang Deng, Qi Ju, Xiaoyong Du


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SSAP: Single-Shot Instance Segmentation With Affinity Pyramid


Sep 04, 2019
Naiyu Gao, Yanhu Shan, Yupei Wang, Xin Zhao, Yinan Yu, Ming Yang, Kaiqi Huang

* ICCV 2019 

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Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field


Mar 04, 2019
Yi Liang, Xin Zhao, Alan J. X. Guo, Fei Zhu


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3D Object Detection Using Scale Invariant and Feature Reweighting Networks


Jan 08, 2019
Xin Zhao, Zhe Liu, Ruolan Hu, Kaiqi Huang

* The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) 

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EANet: Enhancing Alignment for Cross-Domain Person Re-identification


Dec 29, 2018
Houjing Huang, Wenjie Yang, Xiaotang Chen, Xin Zhao, Kaiqi Huang, Jinbin Lin, Guan Huang, Dalong Du


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GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild


Oct 29, 2018
Lianghua Huang, Xin Zhao, Kaiqi Huang

* 14 pages, 10 figures 

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Deep Crisp Boundaries: From Boundaries to Higher-level Tasks


Oct 09, 2018
Yupei Wang, Xin Zhao, Yin Li, Kaiqi Huang

* Accepted by IEEE Trans. on Image Processing 

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Anatomical Feature-guided Volumeric Registration of Multimodal Prostate MRI


Nov 03, 2013
Xin Zhao, Arie Kaufman

* This paper has been withdrawn by the author due to publication 

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