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Robust Ensembling Network for Unsupervised Domain Adaptation


Aug 21, 2021
Han Sun, Lei Lin, Ningzhong Liu, Huiyu Zhou

* 14 pages, 4 figures. accepted by PRICA-2021. code: https://github.com/1003389754/REN 

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Multi-scale Edge-based U-shape Network for Salient Object Detection


Aug 21, 2021
Han Sun, Yetong Bian, Ningzhong Liu, Huiyu Zhou

* 14pages, 5 figures. accepted by PRICAI 2021, code: https://github.com/bellatong/MEUNet 

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Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images


Aug 18, 2021
Pourya Shamsolmoali, Jocelyn Chanussot, Masoumeh Zareapoor, Huiyu Zhou, Jie Yang


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MPI: Multi-receptive and Parallel Integration for Salient Object Detection


Aug 08, 2021
Han Sun, Jun Cen, Ningzhong Liu, Dong Liang, Huiyu Zhou

* 10 pages, 10 figures, accepted by IET Image Processing, code: https://github.com/NuaaCJ/MPI 

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Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation


Aug 03, 2021
Xiangrong Zhang, Zelin Peng, Peng Zhu, Tianyang Zhang, Chen Li, Huiyu Zhou, Licheng Jiao


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Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images


Jul 25, 2021
Tianyang Zhang, Xiangrong Zhang, Peng Zhu, Xu Tang, Chen Li, Licheng Jiao, Huiyu Zhou

* 14 pages 

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Incorporating Lambertian Priors into Surface Normals Measurement


Jul 15, 2021
Yakun Ju, Muwei Jian, Shaoxiang Guo, Yingyu Wang, Huiyu Zhou, Junyu Dong


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Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings


Jul 02, 2021
Yibao Sun, Xingru Huang, Yaqi Wang, Huiyu Zhou, Qianni Zhang


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SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images


Jun 25, 2021
Yibao Sun, Xingru Huang, Huiyu Zhou, Qianni Zhang

* Medical Image Analysis 2021 
* Accepted by Medical Image Analysis for publication 

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Wallpaper Texture Generation and Style Transfer Based on Multi-label Semantics


Jun 22, 2021
Ying Gao, Xiaohan Feng, Tiange Zhang, Eric Rigall, Huiyu Zhou, Lin Qi, Junyu Dong

* IEEE Transactions on Circuits and Systems for Video Technology 

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Learning the Precise Feature for Cluster Assignment


Jun 11, 2021
Yanhai Gan, Xinghui Dong, Huiyu Zhou, Feng Gao, Junyu Dong


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Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery


Jun 03, 2021
Pourya Shamsolmoali, Masoumeh Zareapoor, Jocelyn Chanussot, Huiyu Zhou, Jie Yang

* We submitted the old version of the manuscript 

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Gaussian Dynamic Convolution for Efficient Single-Image Segmentation


May 23, 2021
Xin Sun, Changrui Chen, Xiaorui Wang, Junyu Dong, Huiyu Zhou, Sheng Chen


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Dual Discriminator Adversarial Distillation for Data-free Model Compression


Apr 12, 2021
Haoran Zhao, Xin Sun, Junyu Dong, Hui Yu, Huiyu Zhou


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Learning Polar Encodings for Arbitrary-Oriented Ship Detection in SAR Images


Mar 24, 2021
Yishan He, Fei Gao, Jun Wang, Amir Hussain, Erfu Yang, Huiyu Zhou


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Continuous Prediction of Lower-Limb Kinematics From Multi-Modal Biomedical Signals


Mar 22, 2021
Chunzhi Yi, Feng Jiang, Shengping Zhang, Hao Guo, Chifu Yang, Zhen Ding, Baichun Wei, Xiangyuan Lan, Huiyu Zhou


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Learning Calibrated-Guidance for Object Detection in Aerial Images


Mar 21, 2021
Dong Liang, Zongqi Wei, Dong Zhang, Qixiang Geng, Liyan Zhang, Han Sun, Huiyu Zhou, Mingqiang Wei, Pan Gao


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Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification


Feb 10, 2021
Kailong Liu, Xiaosong Hu, Huiyu Zhou, Lei Tong, W. Dhammika Widanage, James Marco


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Synthetic Generation of Three-Dimensional Cancer Cell Models from Histopathological Images


Feb 08, 2021
Yoav Alon, Xiang Yu, Huiyu Zhou

* For submission in MICCAI2021 

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Towards advancing the earthquake forecasting by machine learning of satellite data


Jan 31, 2021
Pan Xiong, Lei Tong, Kun Zhang, Xuhui Shen, Roberto Battiston, Dimitar Ouzounov, Roberto Iuppa, Danny Crookes, Cheng Long, Huiyu Zhou


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Class balanced underwater object detection dataset generated by class-wise style augmentation


Jan 20, 2021
Long Chen, Junyu Dong, Huiyu Zhou


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Multimodal Gait Recognition for Neurodegenerative Diseases


Jan 07, 2021
Aite Zhao, Jianbo Li, Junyu Dong, Lin Qi, Qianni Zhang, Ning Li, Xin Wang, Huiyu Zhou


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Associated Spatio-Temporal Capsule Network for Gait Recognition


Jan 07, 2021
Aite Zhao, Junyu Dong, Jianbo Li, Lin Qi, Huiyu Zhou


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Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Coordination by Multi-Critic Policy Gradient Optimization


Dec 31, 2020
Yoav Alon, Huiyu Zhou

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies


Dec 26, 2020
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Huiyu Zhou, Ruili Wang, M. Emre Celebi, Jie Yang


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Structured Context Enhancement Network for Mouse Pose Estimation


Dec 01, 2020
Feixiang Zhou, Zheheng Jiang, Zhihua Liu, Fang Chen, Long Chen, Lei Tong, Zhile Yang, Haikuan Wang, Minrui Fei, Ling Li, Huiyu Zhou


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Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model


Nov 04, 2020
Zheheng Jiang, Feixiang Zhou, Aite Zhao, Xin Li, Ling Li, Dacheng Tao, Xuelong Li, Huiyu Zhou

* 17 pages, 11 figures 

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SWIPENET: Object detection in noisy underwater images


Oct 19, 2020
Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning Li, Haiping Ma, Xin Wang, Huiyu Zhou

* arXiv admin note: text overlap with arXiv:2005.11552 

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