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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 ...
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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...
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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 ...
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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...
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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 ...
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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...
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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...
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An Efficient Agreement Mechanism in CapsNets By Pairwise Product
Capsule networks (CapsNets) are capable of modeling visual hierarchical ...
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An Investigation into the Stochasticity of Batch Whitening
Batch Normalization (BN) is extensively employed in various network arch...
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Diversified Arbitrary Style Transfer via Deep Feature Perturbation
Image style transfer is an underdetermined problem, where a large number...
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On Compression of Unsupervised Neural Nets by Pruning Weak Connections
Unsupervised neural nets such as Restricted Boltzmann Machines(RBMs) and...
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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 ...
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