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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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Classification of Neurodevelopmental Age in Normal Infants Using 3D-CNN based on Brain MRI

Nov 05, 2019
Mahdieh Shabanian, Eugene C. Eckstein, Hao Chen, John P. DeVincenzo

* 6 pages, 11 figures, 6 tables 

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IR-NAS: Neural Architecture Search for Image Restoration

Sep 22, 2019
Haokui Zhang, Ying Li, Hao Chen, Chunhua Shen


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CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse

Sep 20, 2019
Hao Chen, Youfu Li

* submitted to a journal in 12-October-2018 

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