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Learning Two-Branch Neural Networks for Image-Text Matching Tasks


May 01, 2018
Liwei Wang, Yin Li, Jing Huang, Svetlana Lazebnik

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* accepted version in TPAMI 2018 

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Learning Region Features for Object Detection


Mar 19, 2018
Jiayuan Gu, Han Hu, Liwei Wang, Yichen Wei, Jifeng Dai

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Randomness in Deconvolutional Networks for Visual Representation


Feb 20, 2018
Kun He, Jingbo Wang, Haochuan Li, Yao Shu, Mengxiao Zhang, Man Zhu, Liwei Wang, John E. Hopcroft

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* 15 pages, 10 Figures, submitted to a 2018 Conference 

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Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space


Nov 19, 2017
Liwei Wang, Alexander G. Schwing, Svetlana Lazebnik

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The Expressive Power of Neural Networks: A View from the Width


Nov 01, 2017
Zhou Lu, Hongming Pu, Feicheng Wang, Zhiqiang Hu, Liwei Wang

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* accepted by NIPS 2017 ( with some typos fixed) 

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Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks


Aug 29, 2017
Jia Ding, Aoxue Li, Zhiqiang Hu, Liwei Wang

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* MICCAI 2017 accepted 

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Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints


Jul 19, 2017
Wenlong Mou, Liwei Wang, Xiyu Zhai, Kai Zheng

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Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics


Jul 04, 2017
Aoxue Li, Zhiwu Lu, Liwei Wang, Tao Xiang, Xinqi Li, Ji-Rong Wen

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* This paper has been submitted to IEEE TIP for peer-review 

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Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible


Jun 11, 2017
Kai Zheng, Wenlong Mou, Liwei Wang

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Efficient Private ERM for Smooth Objectives


May 24, 2017
Jiaqi Zhang, Kai Zheng, Wenlong Mou, Liwei Wang

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