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Learning-based Computer-aided Prescription Model for Parkinson's Disease: A Data-driven Perspective

Jul 31, 2020
Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen

* IEEE JBHI 2020 

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Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition

Jul 18, 2020
Wen Ji, Kelei He, Jing Huo, Zheng Gu, Yang Gao

* This paper has been accepted by ECCV 2020 

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Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images

May 24, 2020
Kelei He, Wei Zhao, Xingzhi Xie, Wen Ji, Mingxia Liu, Zhenyu Tang, Feng Shi, Yang Gao, Jun Liu, Junfeng Zhang, Dinggang Shen


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HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation

May 23, 2020
Kelei He, Chunfeng Lian, Bing Zhang, Xin Zhang, Xiaohuan Cao, Dong Nie, Yang Gao, Junfeng Zhang, Dinggang Shen


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Manifold Alignment for Semantically Aligned Style Transfer

May 21, 2020
Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao

* 10 pages 

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TripletUNet: Multi-Task U-Net with Online Voxel-Wise Learning for Precise CT Prostate Segmentation

May 21, 2020
Kelei He, Chunfeng Lian, Ehsan Adeli, Jing Huo, Yinghuan Shi, Yang Gao, Bing Zhang, Junfeng Zhang, Dinggang Shen


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On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation

May 08, 2020
Wei Zhao, Goran Glavaš, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger

* ACL2020 Camera Ready (v2: several small fixes, e.g., Unicode errors) 

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SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization

May 07, 2020
Yang Gao, Wei Zhao, Steffen Eger

* ACL 2020 

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Unsupervised Few-shot Learning via Distribution Shift-based Augmentation

Apr 13, 2020
Tiexin Qin, Wenbin Li, Yinghuan Shi, Yang Gao

* 10 pages, 4 figures. Code: https://github.com/WonderSeven/ULDA 

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Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation

Apr 03, 2020
Qian Yu, Yinghuan Shi, Yefeng Zheng, Yang Gao, Jianbing Zhu, Yakang Dai

* 11 pages, 14 figures 

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Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization

Mar 27, 2020
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao


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Deep Learning on Knowledge Graph for Recommender System: A Survey

Mar 25, 2020
Yang Gao, Yi-Fan Li, Yu Lin, Hang Gao, Latifur Khan

* 6 figures, 5 tables 

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Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation

Feb 22, 2020
Tiexin Qin, Ziyuan Wang, Kelei He, Yinghuan Shi, Yang Gao, Dinggang Shen

* 5 pages, 3 figures 

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Asymmetric Distribution Measure for Few-shot Learning

Feb 01, 2020
Wenbin Li, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao, Jiebo Luo

* 7 pages 

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MW-GAN: Multi-Warping GAN for Caricature Generation with Multi-Style Geometric Exaggeration

Jan 07, 2020
Haodi Hou, Jing Huo, Jing Wu, Yu-Kun Lai, Yang Gao


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Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation

Nov 29, 2019
Edwin Simpson, Yang Gao, Iryna Gurevych


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Multi-Agent Game Abstraction via Graph Attention Neural Network

Nov 25, 2019
Yong Liu, Weixun Wang, Yujing Hu, Jianye Hao, Xingguo Chen, Yang Gao

* Accepted by AAAI2020 

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Differentiable Meta-learning Model for Few-shot Semantic Segmentation

Nov 23, 2019
Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao

* Accepted by AAAI2020 

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Defensive Few-shot Adversarial Learning

Nov 16, 2019
Wenbin Li, Lei Wang, Xingxing Zhang, Jing Huo, Yang Gao, Jiebo Luo

* 10 pages 

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Visual cryptography in single-pixel imaging

Nov 12, 2019
Shuming Jiao, Jun Feng, Yang Gao, Ting Lei, Xiaocong Yuan


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Does deep learning always outperform simple linear regression in optical imaging?

Oct 31, 2019
Shuming Jiao, Yang Gao, Jun Feng, Ting Lei, Xiaocong Yuan


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Data hiding in complex-amplitude modulation using a digital micromirror device

Oct 24, 2019
Shuming Jiao, Dongfang Zhang, Chonglei Zhang, Yang Gao, Ting Lei, Xiaocong Yuan


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Automatic Data Augmentation by Learning the Deterministic Policy

Oct 22, 2019
Yinghuan Shi, Tiexin Qin, Yong Liu, Jiwen Lu, Yang Gao, Dinggang Shen

* Sorry for withdrawing our paper, there exists a mistake in the experiment, and we will reupload once we have fixed it 

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Scoring-Aggregating-Planning: Learning task-agnostic priors from interactions and sparse rewards for zero-shot generalization

Oct 17, 2019
Huazhe Xu, Boyuan Chen, Yang Gao, Trevor Darrell


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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Sep 26, 2019
Wei Zhao, Maxime Peyrard, Fei Liu, Yang Gao, Christian M. Meyer, Steffen Eger

* EMNLP19 Camera-Ready 

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