
Generate (nonsoftware) Bugs to Fool Classifiers
In adversarial attacks intended to confound deep learning models, most s...
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Table Caption Generation in Scholarly Documents Leveraging Pretrained Language Models
This paper addresses the problem of generating table captions for schola...
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Twostage Discriminative Reranking for Largescale Landmark Retrieval
We propose an efficient pipeline for largescale landmark image retrieva...
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Fewshot Semantic Image Synthesis Using StyleGAN Prior
This paper tackles a challenging problem of generating photorealistic im...
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Computation harvesting in road traffic dynamics
Owing to recent advances in artificial intelligence and internet of thin...
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Relighting Humans: OcclusionAware Inverse Rendering for FullBody Human Images
Relighting of human images has various applications in image synthesis. ...
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Distancebased classifier by data transformation for highdimension, strongly spiked eigenvalue models
We consider classifiers for highdimensional data under the strongly spi...
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Support vector machine and its bias correction in highdimension, lowsamplesize settings
In this paper, we consider asymptotic properties of the support vector m...
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Efficiently Bounding Optimal Solutions after Small Data Modification in LargeScale Empirical Risk Minimization
We study largescale classification problems in changing environments wh...
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A very fast iterative algorithm for TVregularized image reconstruction with applications to lowdose and fewview CT
This paper concerns iterative reconstruction for lowdose and fewview C...
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Proposal of faulttolerant tomographic image reconstruction
This paper deals with tomographic image reconstruction under the situati...
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PiecewiseLinear Approximation for Feature Subset Selection in a Sequential Logit Model
This paper concerns a method of selecting a subset of features for a seq...
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FairnessAware Learning with Restriction of Universal Dependency using fDivergences
Fairnessaware learning is a novel framework for classification tasks. L...
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Highdimensional quadratic classifiers in nonsparse settings
We consider highdimensional quadratic classifiers in nonsparse setting...
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Nonlinear dance motion analysis and motion editing using HilbertHuang transform
Human motions (especially dance motions) are very noisy, and it is hard ...
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A Systematic Literature Review of Experiments in Socially Assistive Robotics using Humanoid Robots
We perform a Systematic Literature Review to discover how Humanoid robot...
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Algebraic Local Cohomology with Parameters and Parametric Standard Bases for ZeroDimensional Ideals
A computation method of algebraic local cohomology with parameters, asso...
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Minimax Optimal Additive Functional Estimation with Discrete Distribution: Slow Divergence Speed Case
This paper addresses an estimation problem of an additive functional of ...
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Fast Algorithm for Calculating the Minimal Annihilating Polynomials of Matrices via Pseudo Annihilating Polynomials
We propose a efficient method to calculate "the minimal annihilating pol...
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Drift Theory in Continuous Search Spaces: Expected Hitting Time of the (1+1)ES with 1/5 Success Rule
This paper explores the use of the standard approach for proving runtime...
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Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms
Embedding graph nodes into a vector space can allow the use of machine l...
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Spectral feature scaling method for supervised dimensionality reduction
Spectral dimensionality reduction methods enable linear separations of c...
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Sample Reuse via Importance Sampling in Information Geometric Optimization
In this paper we propose a technique to reduce the number of function ev...
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A Method Based on Convex Cone Model for ImageSet Classification with CNN Features
In this paper, we propose a method for imageset classification based on...
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Text Classification based on Word Subspace with TermFrequency
Text classification has become indispensable due to the rapid increase o...
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Learning to Automatically Generate FillInTheBlank Quizzes
In this paper we formalize the problem automatic fillintheblank quest...
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A Purely Functional Computer Algebra System Embedded in Haskell
We demonstrate how methods in Functional Programming can be used to impl...
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BayesGrad: Explaining Predictions of Graph Convolutional Networks
Recent advances in graph convolutional networks have significantly impro...
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Parameterless Stochastic Natural Gradient Method for Discrete Optimization and its Application to HyperParameter Optimization for Neural Network
Black box discrete optimization (BBDO) appears in wide range of engineer...
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Ranking Based Linear Constraint Handling Method with Adaptive Penalty
A novel linear constraint handling technique for the covariance matrix a...
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Lightweight Lipschitz Margin Training for Certified Defense against Adversarial Examples
How can we make machine learning provably robust against adversarial exa...
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Fast Algorithms for Computing Eigenvectors of Matrices via Pseudo Annihilating Polynomials
An efficient algorithm for computing eigenvectors of a matrix of integer...
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Minimax Optimal Additive Functional Estimation with Discrete Distribution
This paper addresses a problem of estimating an additive functional give...
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Classification of XRay Protein Crystallization Using Deep Convolutional Neural Networks with a Finder Module
Recently, deep convolutional neural networks have shown good results for...
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On Optimal Locally Repairable Codes with SuperLinear Length
Locally repairable codes which are optimal with respect to the bound pre...
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Robust Watermarking of Neural Network with Exponential Weighting
Deep learning has been achieving top performance in many tasks. Since tr...
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Data collaboration analysis for distributed datasets
In this paper, we propose a data collaboration analysis method for distr...
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Constrained Mutual Convex Cone Method for Image Set Based Recognition
In this paper, we propose a method for imageset classification based on...
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InvisibleWriteRule: the sufficient condition for safely omittable write operations in concurrency control
Concurrency Control (CC) is the heart of the correctness and is the curr...
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Data Augmentation Using GANs
In this paper we propose the use of Generative Adversarial Networks (GAN...
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On optimal weak algebraic manipulation detection codes and weighted external difference families
This paper provides a characterization of weak algebraic manipulation de...
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Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies
We introduce an acceleration for covariance matrix adaptation evolution ...
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ROI Regularization for Semisupervised and Supervised Learning
We propose ROI regularization (ROIreg) as a semisupervised learning met...
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Effect of shapes of activation functions on predictability in the echo state network
We investigate prediction accuracy for time series of Echo state network...
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Signature codes for weighted binary adder channel and multimedia fingerprinting
In this paper, we study the signature codes for weighted binary adder ch...
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Locally Differentially Private Minimum Finding
We investigate a problem of finding the minimum, in which each user has ...
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Scaling Finegrained Modularity Clustering for Massive Graphs
Modularity clustering is an essential tool to understand complicated gra...
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Probabilistic Existence Results for ParentIdentifying Schemes
Parentidentifying schemes provide a way to identify causes from effects...
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Largescale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset
The GoogleLandmarksv2 dataset is the biggest worldwide landmarks datas...
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Classification of EEG Signals using Genetic Programming for Feature Construction
The analysis of electroencephalogram (EEG) waves is of critical importan...
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University of Tsukuba
The University of Tsukuba, located in Tsukuba, Ibaraki, is one of the oldest national universities and one of the most comprehensive research universities in Japan.