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Improving Feature Extraction from Histopathological Images Through A Fine-tuning ImageNet Model


Jan 03, 2022
Xingyu Li, Min Cen, Jinfeng Xu, Hong Zhang, Xu Steven Xu


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Online Mutual Adaptation of Deep Depth Prediction and Visual SLAM


Nov 27, 2021
Shing Yan Loo, Moein Shakeri, Sai Hong Tang, Syamsiah Mashohor, Hong Zhang

* 10 pages, 7 figures 

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Online Adaptation of Monocular Depth Prediction with Visual SLAM


Nov 07, 2021
Shing Yan Loo, Moein Shakeri, Sai Hong Tang, Syamsiah Mashohor, Hong Zhang

* 9 pages, 8 figures 

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Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction


Nov 05, 2021
Sara Elkerdawy, Mostafa Elhoushi, Hong Zhang, Nilanjan Ray


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A Retrospective Analysis using Deep-Learning Models for Prediction of Survival Outcome and Benefit of Adjuvant Chemotherapy in Stage II/III Colorectal Cancer


Nov 05, 2021
Xingyu Li, Jitendra Jonnagaddala, Shuhua Yang, Hong Zhang, Xu Steven Xu


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Relationship Oriented Affordance Learning through Manipulation Graph Construction


Nov 01, 2021
Chao Tang, Jingwen Yu, Weinan Chen, Hong Zhang


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Foresight of Graph Reinforcement Learning Latent Permutations Learnt by Gumbel Sinkhorn Network


Oct 23, 2021
Tianqi Shen, Hong Zhang, Ding Yuan, Jiaping Xiao, Yifan Yang


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Rethinking Training from Scratch for Object Detection


Jun 06, 2021
Yang Li, Hong Zhang, Yu Zhang

* tech reports 

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Deep Snapshot HDR Reconstruction Based on the Polarization Camera


May 12, 2021
Juiwen Ting, Xuesong Wu, Kangkang Hu, Hong Zhang

* 5 pages, 4 figures 

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GNAS: A Generalized Neural Network Architecture Search Framework


Apr 08, 2021
Dige Ai, Hong Zhang

* 12 pages,15 figures 

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A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches


Feb 21, 2021
Chen Li, Xintong Li, Md Rahaman, Xiaoyan Li, Hongzan Sun, Hong Zhang, Yong Zhang, Xiaoqi Li, Jian Wu, Yudong Yao, Marcin Grzegorzek


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Polarimetric Monocular Dense Mapping Using Relative Deep Depth Prior


Feb 10, 2021
Moein Shakeri, Shing Yan Loo, Hong Zhang

* 9 pages, 9 figure 

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Full Matching on Low Resolution for Disparity Estimation


Dec 10, 2020
Hong Zhang, Shenglun Chen, Zhihui Wang, Haojie Li, Wanli Ouyang

* 9pages,5 figures 

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Direct Depth Learning Network for Stereo Matching


Dec 10, 2020
Hong Zhang, Haojie Li, Shenglun Chen, Tiantian Yan, Zhihui Wang, Guo Lu, Wanli Ouyang

* 10 pages,4 figures 

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Frequency Domain Image Translation: More Photo-realistic, Better Identity-preserving


Dec 01, 2020
Mu Cai, Hong Zhang, Huijuan Huang, Qichuan Geng, Gao Huang

* 13 pages 

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Object-aware Feature Aggregation for Video Object Detection


Oct 23, 2020
Qichuan Geng, Hong Zhang, Na Jiang, Xiaojuan Qi, Liangjun Zhang, Zhong Zhou


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PL-VINS: Real-Time Monocular Visual-Inertial SLAM with Point and Line Features


Oct 11, 2020
Qiang Fu, Jialong Wang, Hongshan Yu, Islam Ali, Feng Guo, Yijia He, Hong Zhang

* Visual-Inertial SLAM, LSD, Lines, SLAM, VINS-Mono 

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A Comprehensive Review for MRF and CRF Approaches in Pathology Image Analysis


Sep 29, 2020
Chen Li, Yixin Li, Changhao Sun, Hao Chen, Hong Zhang


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PL-VINS: Real-Time Monocular Visual-Inertial SLAM with Point and Line


Sep 16, 2020
Qiang Fu, Jialong Wang, Hongshan Yu, Islam Ali, Feng Guo, Hong Zhang

* Visual-Inertial SLAM, LSD, Lines, SLAM, VINS-Mono 

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FastORB-SLAM: a Fast ORB-SLAM Method with Coarse-to-Fine Descriptor Independent Keypoint Matching


Aug 22, 2020
Qiang Fu, Hongshan Yu, Xiaolong Wang, Zhengeng Yang, Hong Zhang, Ajmal Mian

* Keypoint Matching, Optical Flow, Motion Model, ORB SLAM, Pose, Estimation, Visual SLAM 

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To filter prune, or to layer prune, that is the question


Jul 11, 2020
Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray


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DeepRelativeFusion: Dense Monocular SLAM using Single-Image Relative Depth Prediction


Jun 07, 2020
Shing Yan Loo, Syamsiah Mashohor, Sai Hong Tang, Hong Zhang


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Gated Path Selection Network for Semantic Segmentation


Jan 19, 2020
Qichuan Geng, Hong Zhang, Xiaojuan Qi, Ruigang Yang, Zhong Zhou, Gao Huang


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Large-scale Multi-modal Person Identification in Real Unconstrained Environments


Dec 17, 2019
Jiajie Ye, Yisheng Guan, Junfa Liu, Xinghong Huang, Hong Zhang

* 6 pages, IEEE International Conference on Robotics and Biomimetics 2019 

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Implicit Semantic Data Augmentation for Deep Networks


Sep 27, 2019
Yulin Wang, Xuran Pan, Shiji Song, Hong Zhang, Cheng Wu, Gao Huang

* Accepted by NeurIPS 2019 

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Improved Techniques for Training Adaptive Deep Networks


Aug 17, 2019
Hao Li, Hong Zhang, Xiaojuan Qi, Ruigang Yang, Gao Huang


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Semi-Supervised Monocular Depth Estimation with Left-Right Consistency Using Deep Neural Network


May 18, 2019
Ali Jahani Amiri, Shing Yan Loo, Hong Zhang

* Submitted to IROS2019 

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Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter pruning


May 13, 2019
Sara Elkerdawy, Hong Zhang, Nilanjan Ray


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