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NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results


Jun 07, 2021
Goutam Bhat, Martin Danelljan, Radu Timofte, Kazutoshi Akita, Wooyeong Cho, Haoqiang Fan, Lanpeng Jia, Daeshik Kim, Bruno Lecouat, Youwei Li, Shuaicheng Liu, Ziluan Liu, Ziwei Luo, Takahiro Maeda, Julien Mairal, Christian Micheloni, Xuan Mo, Takeru Oba, Pavel Ostyakov, Jean Ponce, Sanghyeok Son, Jian Sun, Norimichi Ukita, Rao Muhammad Umer, Youliang Yan, Lei Yu, Magauiya Zhussip, Xueyi Zou

* NTIRE 2021 Burst Super-Resolution challenge report 

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Diverse Pretrained Context Encodings Improve Document Translation


Jun 07, 2021
Domenic Donato, Lei Yu, Chris Dyer


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Event-based Synthetic Aperture Imaging with a Hybrid Network


Mar 30, 2021
Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia


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Pretraining the Noisy Channel Model for Task-Oriented Dialogue


Mar 18, 2021
Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom

* Accepted to TACL, pre MIT Press publication version 

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Event-based Synthetic Aperture Imaging


Mar 03, 2021
Xiang Zhang, Liao Wei, Lei Yu, Wen Yang, Gui-Song Xia

* 9 pages, 7 figures 

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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, Gábor 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, Gábor 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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