Lei Zhao

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From Model-driven to Data-driven: A Survey on Active Deep Learning

Which samples should be labelled in a large data set is one of the most ...
01/25/2021 ∙ by Peng Liu, et al. ∙ 14 ∙ share

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Diversified Patch-based Style Transfer with Shifted Style Normalization

Gram-based and patch-based approaches are two important research lines o...
01/16/2021 ∙ by Zhizhong Wang, et al. ∙ 2 ∙ share

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AlphaFuzz: Evolutionary Mutation-based Fuzzing as Monte Carlo Tree Search

Fuzzing is becoming more and more popular in the field of vulnerability ...
01/03/2021 ∙ by Yiru Zhao, et al. ∙ 0 ∙ share

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A stochastic optimization algorithm for analyzing planar central and balanced configurations in the n-body problem

A stochastic optimization algorithm for analyzing planar central and bal...
10/29/2020 ∙ by Alexandru Doicu, et al. ∙ 0 ∙ share

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Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization

In this paper, we present a novel framework that can achieve multimodal ...
08/08/2020 ∙ by Zhiwen Zuo, et al. ∙ 0 ∙ share

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MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction

Click-through rate (CTR) prediction is a critical task in online adverti...
08/07/2020 ∙ by Wentao Ouyang, et al. ∙ 0 ∙ share

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Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation

Deformation field estimation is an important and challenging issue in ma...
04/16/2020 ∙ by Yujia Zhou, et al. ∙ 0 ∙ share

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An Efficient Agreement Mechanism in CapsNets By Pairwise Product

Capsule networks (CapsNets) are capable of modeling visual hierarchical ...
04/01/2020 ∙ by Lei Zhao, et al. ∙ 0 ∙ share

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An Investigation into the Stochasticity of Batch Whitening

Batch Normalization (BN) is extensively employed in various network arch...
03/27/2020 ∙ by Lei Huang, et al. ∙ 0 ∙ share

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Diversified Arbitrary Style Transfer via Deep Feature Perturbation

Image style transfer is an underdetermined problem, where a large number...
09/18/2019 ∙ by Zhizhong Wang, et al. ∙ 13 ∙ share

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On Compression of Unsupervised Neural Nets by Pruning Weak Connections

Unsupervised neural nets such as Restricted Boltzmann Machines(RBMs) and...
01/21/2019 ∙ by Zhiwen Zuo, et al. ∙ 0 ∙ share

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GLStyleNet: Higher Quality Style Transfer Combining Global and Local Pyramid Features

Recent studies using deep neural networks have shown remarkable success ...
11/18/2018 ∙ by Zhizhong Wang, et al. ∙ 0 ∙ share

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Lei Zhao

Featured Co-authors

Yu Zhang

Ling Shao

Yi Zhou

Li Liu

Peng Liu

Wei Yang

Yi Wu

Lei Huang

Jun Cheng

Fan Zhu

Yueqiang Cheng

From Model-driven to Data-driven: A Survey on Active Deep Learning

Diversified Patch-based Style Transfer with Shifted Style Normalization

AlphaFuzz: Evolutionary Mutation-based Fuzzing as Monte Carlo Tree Search

A stochastic optimization algorithm for analyzing planar central and balanced configurations in the n-body problem

Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization

MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction

Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation

An Efficient Agreement Mechanism in CapsNets By Pairwise Product

An Investigation into the Stochasticity of Batch Whitening

Diversified Arbitrary Style Transfer via Deep Feature Perturbation

On Compression of Unsupervised Neural Nets by Pruning Weak Connections

GLStyleNet: Higher Quality Style Transfer Combining Global and Local Pyramid Features