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ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras

Nov 06, 2020
Hao Li, Huai Yu, Wen Yang, Lei Yu, Sebastian Scherer


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Inferring symmetry in natural language

Oct 16, 2020
Chelsea Tanchip, Lei Yu, Aotao Xu, Yang Xu

* 10 pages, 4 figures, Findings of EMNLP 

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Mixed Noise Removal with Pareto Prior

Aug 27, 2020
Zhou Liu, Lei Yu, Gui-Song Xia, Hong Sun


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Structure-Aware Network for Lane Marker Extraction with Dynamic Vision Sensor

Aug 14, 2020
Wensheng Cheng, Hao Luo, Wen Yang, Lei Yu, Wei Li


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Event Enhanced High-Quality Image Recovery

Jul 16, 2020
Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang


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Implicit Euler ODE Networks for Single-Image Dehazing

Jul 13, 2020
Jiawei Shen, Zhuoyan Li, Lei Yu, Gui-Song Xia, Wen Yang

* 10pages, 10 figures, "for the associate project, see https://github.com/Jiawei-Shen?tab=repositories", submitted to CVPR workshop "vision for four seasons", 

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Modelling High-Level Mathematical Reasoning in Mechanised Declarative Proofs

Jun 13, 2020
Wenda Li, Lei Yu, Yuhuai Wu, Lawrence C. Paulson


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Capturing document context inside sentence-level neural machine translation models with self-training

Mar 11, 2020
Elman Mansimov, G√°bor Melis, Lei Yu


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Matching Neuromorphic Events and Color Images via Adversarial Learning

Mar 02, 2020
Fang Xu, Shijie Lin, Wen Yang, Lei Yu, Dengxin Dai, Gui-song Xia


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A Mutual Information Maximization Perspective of Language Representation Learning

Nov 26, 2019
Lingpeng Kong, Cyprien de Masson d'Autume, Wang Ling, Lei Yu, Zihang Dai, Dani Yogatama

* 12 pages, 3 figures 

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Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability

Nov 21, 2019
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu


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Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning

Nov 03, 2019
Andrew Cohen, Lei Yu, Xingye Qiao, Xiangrong Tong


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Learning Cluster Structured Sparsity by Reweighting

Oct 11, 2019
Yulun Jiang, Lei Yu, Haijian Zhang, Zhou Liu


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Putting Machine Translation in Context with the Noisy Channel Model

Oct 01, 2019
Lei Yu, Laurent Sartran, Wojciech Stokowiec, Wang Ling, Lingpeng Kong, Phil Blunsom, Chris Dyer

* 14 pages 

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Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks

Aug 18, 2019
Yanzhao Wu, Ling Liu, Juhyun Bae, Ka-Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang


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CRNet: Image Super-Resolution Using A Convolutional Sparse Coding Inspired Network

Aug 03, 2019
Menglei Zhang, Zhou Liu, Lei Yu

* 10 pages, 12 figures, 3 tables 

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Deep learning scheme for microwave photonic analog broadband signal recovery

Jul 17, 2019
Shaofu Xu, Rui Wang, Jianping Chen, Lei Yu, Weiwen Zou


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Differentially Private Model Publishing for Deep Learning

May 05, 2019
Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex

* Proceedings of the 40th IEEE Symposium on Security and Privacy (Oakland), 2019 

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Facial Feature Embedded CycleGAN for VIS-NIR Translation

Apr 25, 2019
Huijiao Wang, Li Wang, Xulei Yang, Lei Yu, Haijian Zhang

* reference [9] corrected; the organization of co-author Xulei Yang corrected; 

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Unsupervised Recurrent Neural Network Grammars

Apr 15, 2019
Yoon Kim, Alexander M. Rush, Lei Yu, Adhiguna Kuncoro, Chris Dyer, G√°bor Melis

* NAACL 2019 

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Diverse Exploration via Conjugate Policies for Policy Gradient Methods

Feb 10, 2019
Andrew Cohen, Xingye Qiao, Lei Yu, Elliot Way, Xiangrong Tong

* AAAI 2019 

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Learning and Evaluating General Linguistic Intelligence

Jan 31, 2019
Dani Yogatama, Cyprien de Masson d'Autume, Jerome Connor, Tomas Kocisky, Mike Chrzanowski, Lingpeng Kong, Angeliki Lazaridou, Wang Ling, Lei Yu, Chris Dyer, Phil Blunsom


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Variational Smoothing in Recurrent Neural Network Language Models

Jan 27, 2019
Lingpeng Kong, Gabor Melis, Wang Ling, Lei Yu, Dani Yogatama

* Accepted as a conference paper at ICLR 2019 

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Image Super-Resolution via RL-CSC: When Residual Learning Meets Convolutional Sparse Coding

Dec 31, 2018
Menglei Zhang, Zhou Liu, Lei Yu

* 10 pages, 8 figures, 4 tables 

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Sentence Encoding with Tree-constrained Relation Networks

Nov 26, 2018
Lei Yu, Cyprien de Masson d'Autume, Chris Dyer, Phil Blunsom, Lingpeng Kong, Wang Ling

* 12 pages 

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Adversarial Examples in Deep Learning: Characterization and Divergence

Oct 29, 2018
Wenqi Wei, Ling Liu, Stacey Truex, Lei Yu, Mehmet Emre Gursoy, Yanzhao Wu


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Tackling Sequence to Sequence Mapping Problems with Neural Networks

Oct 25, 2018
Lei Yu

* PhD thesis 

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Diverse Exploration for Fast and Safe Policy Improvement

Feb 22, 2018
Andrew Cohen, Lei Yu, Robert Wright

* AAAI18 

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