
Using LSTMs for climate change assessment studies on droughts and floods
Climate change affects occurrences of floods and droughts worldwide. How...
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Detecting cutaneous basal cell carcinomas in ultrahigh resolution and weakly labelled histopathological images
Diagnosing basal cell carcinomas (BCC), one of the most common cutaneous...
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Explaining and Interpreting LSTMs
While neural networks have acted as a strong unifying force in the desig...
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DEVDAN: Deep Evolving Denoising Autoencoder
The Denoising Autoencoder (DAE) enhances the flexibility of the data str...
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On Data Augmentation and Adversarial Risk: An Empirical Analysis
Data augmentation techniques have become standard practice in deep learn...
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Patch Refinement – Localized 3D Object Detection
We introduce Patch Refinement a twostage model for accurate 3D object d...
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Projective Latent Space Decluttering
Highdimensional latent representations learned by neural network classi...
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Rectified Factor Networks
We propose rectified factor networks (RFNs) to efficiently construct ver...
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Toxicity Prediction using Deep Learning
Everyday we are exposed to various chemicals via food additives, cleanin...
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Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
We introduce the "exponential linear unit" (ELU) which speeds up learnin...
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Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields
Generative adversarial networks (GANs) evolved into one of the most succ...
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GANs Trained by a Two TimeScale Update Rule Converge to a Local Nash Equilibrium
Generative Adversarial Networks (GANs) excel at creating realistic image...
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A Technique for Deriving Equational Conditions on the DenavitHartenberg Parameters of 6R Linkages that are Necessary for Movability
A closed 6R linkage is generically rigid. Special cases may be mobile. M...
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Kempe's Universality Theorem for Rational Space Curves
We prove that every bounded rational space curve of degree d and circula...
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Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment
A novel approach for unsupervised domain adaptation for neural networks ...
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Likelihood Estimation for Generative Adversarial Networks
We present a simple method for assessing the quality of generated images...
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Probabilistic Generative Adversarial Networks
We introduce the Probabilistic Generative Adversarial Network (PGAN), a ...
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A Hitchhiker's Guide to SearchBased Software Engineering for Software Product Lines
Search Based Software Engineering (SBSE) is an emerging discipline that ...
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Central Moment Discrepancy (CMD) for DomainInvariant Representation Learning
The learning of domaininvariant representations in the context of domai...
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MacroEconomic Time Series Modeling and Interaction Networks
Macroeconomic models describe the dynamics of economic quantities. The ...
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Towards Score Following in Sheet Music Images
This paper addresses the matching of short music audio snippets to the c...
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On Formal Specification of Maple Programs
This paper is an examplebased demonstration of our initial results on t...
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Amending the Characterization of Guidance in Visual Analytics
At VAST 2016, a characterization of guidance has been presented. It incl...
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Selecting the Best Quadrilateral Mesh for Given Planar Shape
The problem of mesh matching is addressed in this work. For a given nsi...
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Refined Holonomic Summation Algorithms in Particle Physics
An improved multisummation approach is introduced and discussed that en...
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Denominator Bounds and Polynomial Solutions for Systems of qRecurrences over K(t) for Constant K
We consider systems A_ℓ(t) y(q^ℓ t) + ... + A_0(t) y(t) = b(t) of higher...
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Representing (q)hypergeometric products and mixed versions in difference rings
In recent years, Karr's difference field theory has been extended to the...
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Denominator Bounds for Systems of Recurrence Equations using ΠΣExtensions
We consider linear systems of recurrence equations whose coefficients ar...
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Introspection for C and its Applications to Library Robustness
Context: In C, lowlevel errors, such as buffer overflow and useafterf...
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Current Challenges and Visions in Music Recommender Systems Research
Music recommender systems (MRS) have experienced a boom in recent years,...
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What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music
In this paper we present preliminary work examining the relationship bet...
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Ultimate Positivity of Diagonals of Quasirational Functions
The problem to decide whether a given multivariate (quasi)rational func...
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Bounds for Substituting Algebraic Functions into Dfinite Functions
It is well known that the composition of a Dfinite function with an alg...
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The number of realizations of a Laman graph
Laman graphs model planar frameworks that are rigid for a general choice...
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ReductionBased Creative Telescoping for Fuchsian Dfinite Functions
Continuing a series of articles in the past few years on creative telesc...
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Dfinite Numbers
Dfinite functions and Precursive sequences are defined in terms of lin...
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Some Open Problems related to Creative Telescoping
Creative telescoping is the method of choice for obtaining information a...
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Evaluation of binomial double sums involving absolute values
We show that double sums of the form ∑_i,j=n ^n i^sj^t(i^kj^k)^β 2n...
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Hypergeometric Expressions for Generating Functions of Walks with Small Steps in the Quarter Plane
We study nearestneighbors walks on the twodimensional square lattice, ...
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Constrained Best Linear Unbiased Estimation
The least squares (LS) estimator and the best linear unbiased estimator ...
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Aktuelle Entwicklungen in der Automatischen Musikverfolgung
In this paper we present current trends in realtime music tracking (a.k...
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Learning Audio  Sheet Music Correspondences for Score Identification and Offline Alignment
This work addresses the problem of matching short excerpts of audio with...
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Modeling Harmony with SkipGrams
Stringbased (or viewpoint) models of tonal harmony often struggle with ...
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Verifying Buchberger's Algorithm in Reduction Rings
In this paper we present the formal, computersupported verification of ...
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Mathematical Theory Exploration in Theorema: Reduction Rings
In this paper we present the firstever computer formalization of the th...
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ReductionBased Creative Telescoping for Algebraic Functions
Continuing a series of articles in the past few years on creative telesc...
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Factorization of Cfinite Sequences
We discuss how to decide whether a given Cfinite sequence can be writte...
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Improved Polynomial Remainder Sequences for Ore Polynomials
Polynomial remainder sequences contain the intermediate results of the E...
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Algebraic independence of sequences generated by (cyclotomic) harmonic sums
An expression in terms of (cyclotomic) harmonic sums can be simplified b...
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Liaison Linkages
The complete classification of hexapods  also known as Stewart Gough pl...
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