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Action-Based Representation Learning for Autonomous Driving

Aug 21, 2020
Yi Xiao, Felipe Codevilla, Christopher Pal, Antonio M. Lopez

* 11 pages, 4 figures, 4 tables 

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On Learning Nominal Automata with Binders

Sep 12, 2019
Yi Xiao, Emilio Tuosto

* EPTCS 304, 2019, pp. 137-155 
* In Proceedings ICE 2019, arXiv:1909.05242 

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Coherent Semantic Attention for Image Inpainting

Jun 12, 2019
Hongyu Liu, Bin Jiang, Yi Xiao, Chao Yang

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Multimodal End-to-End Autonomous Driving

Jun 07, 2019
Yi Xiao, Felipe Codevilla, Akhil Gurram, Onay Urfalioglu, Antonio M. López

* 15 pages, 5 figures 

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Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data

Jan 25, 2019
Nima Tajbakhsh, Yufei Hu, Junli Cao, Xingjian Yan, Yi Xiao, Yong Lu, Jianming Liang, Demetri Terzopoulos, Xiaowei Ding

* Accepted in IEEE International Symposium on Biomedical Imaging (ISBI 2019) 

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Interactive Deep Colorization With Simultaneous Global and Local Inputs

Jan 27, 2018
Yi Xiao, Peiyao Zhou, Yan Zheng

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Joint convolutional neural pyramid for depth map super-resolution

Jan 03, 2018
Yi Xiao, Xiang Cao, Xianyi Zhu, Renzhi Yang, Yan Zheng

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