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RMDL: Recalibrated multi-instance deep learning for whole slide gastric image classification

Oct 13, 2020
Shujun Wang, Yaxi Zhu, Lequan Yu, Hao Chen, Huangjing Lin, Xiangbo Wan, Xinjuan Fan, Pheng-Ann Hen

* Accepted at Medical Image Analysis. Code: https://github.com/EmmaW8/RMDL 

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Online Action Detection in Streaming Videos with Time Buffers

Oct 06, 2020
Bowen Zhang, Hao Chen, Meng Wang, Yuanjun Xiong


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Machine-learning-enhanced time-of-flight mass spectrometry analysis

Oct 02, 2020
Ye Wei, Rama Srinivas Varanasi, Torsten Schwarz, Leonie Gomell, Huan Zhao, David J. Larson, Binhan Sun, Geng Liu, Hao Chen, Dierk Raabe, Baptiste Gault

* 20 pages, 15 figures 

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Coded Stochastic ADMM for Decentralized Consensus Optimization with Edge Computing

Oct 02, 2020
Hao Chen, Yu Ye, Ming Xiao, Mikael Skoglund, H. Vincent Poor


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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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Hierarchical Marketing Mix Models with Sign Constraints

Aug 28, 2020
Hao Chen, Minguang Zhang, Lanshan Han, Alvin Lim


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Yet Another Intermediate-Level Attack

Aug 20, 2020
Qizhang Li, Yiwen Guo, Hao Chen

* Accepted by ECCV 2020 

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3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning

Aug 09, 2020
Xiangyu Xu, Hao Chen, Francesc Moreno-Noguer, Laszlo A. Jeni, Fernando De la Torre

* ECCV 2020, project page: https://sites.google.com/view/xiangyuxu/3d_eccv20 

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Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation

Jul 21, 2020
Yanning Zhou, Hao Chen, Huangjing Lin, Pheng-Ann Heng

* to appear at MICCAI2020, supplementary material attached 

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Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNet

Jul 01, 2020
Hao Chen, Abhinav Shrivastava


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FCOS: A simple and strong anchor-free object detector

Jun 14, 2020
Zhi Tian, Chunhua Shen, Hao Chen, Tong He

* Extended version of "FCOS: Fully Convolutional One-Stage Object Detection". Code is at: https://git.io/AdelaiDet. arXiv admin note: substantial text overlap with arXiv:1904.01355 

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Single-Layer Graph Convolutional Networks For Recommendation

Jun 07, 2020
Yue Xu, Hao Chen, Zengde Deng, Junxiong Zhu, Yanghua Li, Peng He, Wenyao Gao, Wenjun Xu


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Deep Mining External Imperfect Data for Chest X-ray Disease Screening

Jun 06, 2020
Luyang Luo, Lequan Yu, Hao Chen, Quande Liu, Xi Wang, Jiaqi Xu, Pheng-Ann Heng

* Accepted to IEEE Transactions on Medical Imaging 

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Efficient Use of heuristics for accelerating XCS-based Policy Learning in Markov Games

May 26, 2020
Hao Chen, Chang Wang, Jian Huang, Jianxing Gong


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Integrating Combined Task and Motion Planning with Compliant Control

Mar 26, 2020
Hao Chen, Juncheng Li, Weiwei Wan, Zhifeng Huang, Kensuke Harada


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Conditional Convolutions for Instance Segmentation

Mar 19, 2020
Zhi Tian, Chunhua Shen, Hao Chen


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Planning to Build Soma Blocks Using a Dual-arm Robot

Mar 02, 2020
Hao Chen, Weiwei Wan, Keisuke Koyama, Kensuke Harada


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ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network

Feb 25, 2020
Yuliang Liu, Hao Chen, Chunhua Shen, Tong He, Lianwen Jin, Liangwei Wang

* Accepted to Proc. IEEE Conf. Comp. Vis. Pattern Recogn. (CVPR) 2020 

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Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion

Feb 22, 2020
Cheng Chen, Qi Dou, Yueming Jin, Hao Chen, Jing Qin, Pheng-Ann Heng

* MICCAI 2019 

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Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges

Feb 13, 2020
Triet H. M. Le, Hao Chen, M. Ali Babar


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Progressive Object Transfer Detection

Feb 13, 2020
Hao Chen, Yali Wang, Guoyou Wang, Xiang Bai, Yu Qiao

* TIP 2019 

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Automatic detection and counting of retina cell nuclei using deep learning

Feb 10, 2020
S. M. Hadi Hosseini, Hao Chen, Monica M. Jablonski

* 13 pages, 11 figures, 2 tables, SPIE. Medical Imaging 2020 Conference 

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Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation

Feb 06, 2020
Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng Ann Heng

* IEEE TMI 

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BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation

Jan 02, 2020
Hao Chen, Kunyang Sun, Zhi Tian, Chunhua Shen, Yongming Huang, Youliang Yan

* 12 pages 

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Exploring the Capacity of Sequential-free Box Discretization Network for Omnidirectional Scene Text Detection

Dec 20, 2019
Yuliang Liu, Tong He, Hao Chen, Xinyu Wang, Canjie Luo, Shuaitao Zhang, Chunhua Shen, Lianwen Jin


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Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement Learning

Dec 05, 2019
Hao Chen, Mario Valerio Giuffrida, Peter Doerner, Sotirios A. Tsaftaris


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DirectPose: Direct End-to-End Multi-Person Pose Estimation

Nov 24, 2019
Zhi Tian, Hao Chen, Chunhua Shen

* 12 pages 

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