text stringlengths 57 2.88k | labels listlengths 6 6 |
|---|---|
Title: Assessing the reliability polynomial based on percolation theory,
Abstract: In this paper, we study the robustness of network topologies. We use the
concept of percolation as measuring tool to assess the reliability polynomial
of those systems which can be modeled as a general inhomogeneous random graph
as well ... | [
0,
0,
1,
1,
0,
0
] |
Title: Interior Eigensolver for Sparse Hermitian Definite Matrices Based on Zolotarev's Functions,
Abstract: This paper proposes an efficient method for computing selected generalized
eigenpairs of a sparse Hermitian definite matrix pencil (A, B). Based on
Zolotarev's best rational function approximations of the signum... | [
1,
0,
1,
0,
0,
0
] |
Title: A Polya-Vinogradov-type inequality on $\mathbb{Z}[i]$,
Abstract: We establish a Polya-Vinogradov-type bound for finite periodic multipicative
characters on the Gaussian integers. | [
0,
0,
1,
0,
0,
0
] |
Title: Face Super-Resolution Through Wasserstein GANs,
Abstract: Generative adversarial networks (GANs) have received a tremendous amount of
attention in the past few years, and have inspired applications addressing a
wide range of problems. Despite its great potential, GANs are difficult to
train. Recently, a series o... | [
1,
0,
0,
1,
0,
0
] |
Title: Network-based protein structural classification,
Abstract: Experimental determination of protein function is resource-consuming. As an
alternative, computational prediction of protein function has received
attention. In this context, protein structural classification (PSC) can help,
by allowing for determining s... | [
0,
0,
0,
1,
1,
0
] |
Title: The function field Sathé-Selberg formula in arithmetic progressions and `short intervals',
Abstract: We use a function field analogue of a method of Selberg to derive an
asymptotic formula for the number of (square-free) monic polynomials in
$\mathbb{F}_q[X]$ of degree $n$ with precisely $k$ irreducible factors,... | [
0,
0,
1,
0,
0,
0
] |
Title: On the Adjacency Spectra of Hypertrees,
Abstract: We extend the results of Zhang et al. to show that $\lambda$ is an eigenvalue
of a $k$-uniform hypertree $(k \geq 3)$ if and only if it is a root of a
particular matching polynomial for a connected induced subtree. We then use
this to provide a spectral character... | [
0,
0,
1,
0,
0,
0
] |
Title: Coherent structures and spectral energy transfer in turbulent plasma: a space-filter approach,
Abstract: Plasma turbulence at scales of the order of the ion inertial length is
mediated by several mechanisms, including linear wave damping, magnetic
reconnection, formation and dissipation of thin current sheets, s... | [
0,
1,
0,
0,
0,
0
] |
Title: Bayesian Sparsification of Recurrent Neural Networks,
Abstract: Recurrent neural networks show state-of-the-art results in many text analysis
tasks but often require a lot of memory to store their weights. Recently
proposed Sparse Variational Dropout eliminates the majority of the weights in a
feed-forward neura... | [
1,
0,
0,
1,
0,
0
] |
Title: Curious Minds Wonder Alike: Studying Multimodal Behavioral Dynamics to Design Social Scaffolding of Curiosity,
Abstract: Curiosity is the strong desire to learn or know more about something or
someone. Since learning is often a social endeavor, social dynamics in
collaborative learning may inevitably influence c... | [
1,
0,
0,
0,
0,
0
] |
Title: Continuous Functional Calculus for Quaternionic Bounded Normal Operators,
Abstract: In this article we give an approach to define continuous functional calculus
for bounded quaternionic normal operators defined on a right quaternionic
Hilbert space. | [
0,
0,
1,
0,
0,
0
] |
Title: Learning Graph Weighted Models on Pictures,
Abstract: Graph Weighted Models (GWMs) have recently been proposed as a natural
generalization of weighted automata over strings and trees to arbitrary
families of labeled graphs (and hypergraphs). A GWM generically associates a
labeled graph with a tensor network and ... | [
0,
0,
0,
1,
0,
0
] |
Title: Solutions for biharmonic equations with steep potential wells,
Abstract: In this paper, we are concerned with the existence of least energy solutions
for the following biharmonic equations: $$\Delta^2 u+(\lambda
V(x)-\delta)u=|u|^{p-2}u \quad in\quad \mathbb{R}^N$$ where $N\geq 5,
2<p\leq\frac{2N}{N-4}, \lambda>... | [
0,
0,
1,
0,
0,
0
] |
Title: General three and four person two color Hat Game,
Abstract: N distinguishable players are randomly fitted with a white or black hat,
where the probabilities of getting a white or black hat may be different for
each player, but known to all the players. All players guess simultaneously the
color of their own hat ... | [
1,
0,
0,
0,
0,
0
] |
Title: The loss surface of deep and wide neural networks,
Abstract: While the optimization problem behind deep neural networks is highly
non-convex, it is frequently observed in practice that training deep networks
seems possible without getting stuck in suboptimal points. It has been argued
that this is the case as al... | [
1,
0,
0,
1,
0,
0
] |
Title: Predicting Expressive Speaking Style From Text In End-To-End Speech Synthesis,
Abstract: Global Style Tokens (GSTs) are a recently-proposed method to learn latent
disentangled representations of high-dimensional data. GSTs can be used within
Tacotron, a state-of-the-art end-to-end text-to-speech synthesis system... | [
1,
0,
0,
1,
0,
0
] |
Title: Independence of Sources in Social Networks,
Abstract: Online social networks are more and more studied. The links between users of
a social network are important and have to be well qualified in order to detect
communities and find influencers for example. In this paper, we present an
approach based on the theor... | [
1,
0,
0,
0,
0,
0
] |
Title: Classical and quantum systems: transport due to rare events,
Abstract: We review possible mechanisms for energy transfer based on 'rare' or
'non-perturbative' effects, in physical systems that present a many-body
localized phenomenology. The main focus is on classical systems, with or
without quenched disorder. ... | [
0,
1,
0,
0,
0,
0
] |
Title: Relaxed Wasserstein with Applications to GANs,
Abstract: We propose a novel class of statistical divergences called \textit{Relaxed
Wasserstein} (RW) divergence. RW divergence generalizes Wasserstein divergence
and is parametrized by a class of strictly convex and differentiable functions.
We establish for RW di... | [
1,
0,
0,
1,
0,
0
] |
Title: Extremal functions for the Moser--Trudinger inequality of Adimurthi--Druet type in $W^{1,N}(\mathbb R^N)$,
Abstract: We study the existence and nonexistence of maximizers for variational problem
concerning to the Moser--Trudinger inequality of Adimurthi--Druet type in
$W^{1,N}(\mathbb R^N)$ \[ MT(N,\beta, \alpha... | [
0,
0,
1,
0,
0,
0
] |
Title: The Genus-One Global Mirror Theorem for the Quintic Threefold,
Abstract: We prove the genus-one restriction of the all-genus
Landau-Ginzburg/Calabi-Yau conjecture of Chiodo and Ruan, stated in terms of
the geometric quantization of an explicit symplectomorphism determined by
genus-zero invariants. This provides ... | [
0,
0,
1,
0,
0,
0
] |
Title: Towards Open Data for the Citation Content Analysis,
Abstract: The paper presents first results of the CitEcCyr project funded by RANEPA.
The project aims to create a source of open citation data for research papers
written in Russian. Compared to existing sources of citation data, CitEcCyr is
working to provide... | [
1,
0,
0,
0,
0,
0
] |
Title: Time-dynamic inference for non-Markov transition probabilities under independent right-censoring,
Abstract: In this article, weak convergence of the general non-Markov state transition
probability estimator by Titman (2015) is established which, up to now, has not
been verified yet for other general non-Markov e... | [
0,
0,
1,
1,
0,
0
] |
Title: Multitask Learning with CTC and Segmental CRF for Speech Recognition,
Abstract: Segmental conditional random fields (SCRFs) and connectionist temporal
classification (CTC) are two sequence labeling methods used for end-to-end
training of speech recognition models. Both models define a transcription
probability b... | [
1,
0,
0,
0,
0,
0
] |
Title: Two-Stream RNN/CNN for Action Recognition in 3D Videos,
Abstract: The recognition of actions from video sequences has many applications in
health monitoring, assisted living, surveillance, and smart homes. Despite
advances in sensing, in particular related to 3D video, the methodologies to
process the data are s... | [
1,
0,
0,
0,
0,
0
] |
Title: DNA translocation through alpha-haemolysin nano-pores with potential application to macromolecular data storage,
Abstract: Digital information can be encoded in the building-block sequence of
macromolecules, such as RNA and single-stranded DNA. Methods of "writing" and
"reading" macromolecular strands are curren... | [
1,
1,
0,
0,
0,
0
] |
Title: Contextuality from missing and versioned data,
Abstract: Traditionally categorical data analysis (e.g. generalized linear models)
works with simple, flat datasets akin to a single table in a database with no
notion of missing data or conflicting versions. In contrast, modern data
analysis must deal with distribu... | [
1,
0,
0,
1,
0,
0
] |
Title: Reveal the Mantle and K-40 Components of Geoneutrinos with Liquid Scintillator Cherenkov Neutrino Detectors,
Abstract: In this article we present an idea of using liquid scintillator Cherenkov
neutrino detectors to detect the mantle and K-40 components of geoneutrinos.
Liquid scintillator Cherenkov detectors fea... | [
0,
1,
0,
0,
0,
0
] |
Title: Improving Stock Movement Prediction with Adversarial Training,
Abstract: This paper contributes a new machine learning solution for stock movement
prediction, which aims to predict whether the price of a stock will be up or
down in the near future. The key novelty is that we propose to employ
adversarial trainin... | [
0,
0,
0,
0,
0,
1
] |
Title: SVSGAN: Singing Voice Separation via Generative Adversarial Network,
Abstract: Separating two sources from an audio mixture is an important task with many
applications. It is a challenging problem since only one signal channel is
available for analysis. In this paper, we propose a novel framework for singing
voi... | [
1,
0,
0,
0,
0,
0
] |
Title: The SysML/KAOS Domain Modeling Approach,
Abstract: A means of building safe critical systems consists of formally modeling the
requirements formulated by stakeholders and ensuring their consistency with
respect to application domain properties. This paper proposes a metamodel for
an ontology modeling formalism b... | [
1,
0,
0,
0,
0,
0
] |
Title: Spinless hourglass nodal-line semimetals,
Abstract: Nodal-line semimetals, one of the topological semimetals, have degeneracy
along nodal lines where the band gap is closed. In many cases, the nodal lines
appear accidentally, and in such cases it is impossible to determine whether
the nodal lines appear or not, ... | [
0,
1,
0,
0,
0,
0
] |
Title: Insights on representational similarity in neural networks with canonical correlation,
Abstract: Comparing different neural network representations and determining how
representations evolve over time remain challenging open questions in our
understanding of the function of neural networks. Comparing representat... | [
0,
0,
0,
1,
0,
0
] |
Title: Complex Hadamard matrices with noncommutative entries,
Abstract: We axiomatize and study the matrices of type $H\in M_N(A)$, having unitary
entries, $H_{ij}\in U(A)$, and whose rows and columns are subject to
orthogonality type conditions. Here $A$ can be any $C^*$-algebra, for instance
$A=\mathbb C$, where we o... | [
0,
0,
1,
0,
0,
0
] |
Title: Subregular Complexity and Deep Learning,
Abstract: This paper argues that the judicial use of formal language theory and
grammatical inference are invaluable tools in understanding how deep neural
networks can and cannot represent and learn long-term dependencies in temporal
sequences. Learning experiments were ... | [
1,
0,
0,
0,
0,
0
] |
Title: Chaotic Dynamics of Inner Ear Hair Cells,
Abstract: Experimental records of active bundle motility are used to demonstrate the
presence of a low-dimensional chaotic attractor in hair cell dynamics.
Dimensionality tests from dynamic systems theory are applied to estimate the
number of independent variables suffic... | [
0,
1,
0,
0,
0,
0
] |
Title: CHIME FRB: An application of FFT beamforming for a radio telescope,
Abstract: We have developed FFT beamforming techniques for the CHIME radio telescope,
to search for and localize the astrophysical signals from Fast Radio Bursts
(FRBs) over a large instantaneous field-of-view (FOV) while maintaining the
full an... | [
0,
1,
0,
0,
0,
0
] |
Title: Incident Light Frequency-based Image Defogging Algorithm,
Abstract: Considering the problem of color distortion caused by the defogging algorithm
based on dark channel prior, an improved algorithm was proposed to calculate
the transmittance of all channels respectively. First, incident light
frequency's effect o... | [
1,
0,
0,
0,
0,
0
] |
Title: Tangent points of d-lower content regular sets and $β$ numbers,
Abstract: We present a generalisation of C. Bishop and P. Jones' result in [BJ1], where
they give a characterisation of the tangent points of a Jordan curve in terms
of $\beta$ numbers. Instead of the $L^\infty$ Jones' $\beta$ numbers, we use an
ave... | [
0,
0,
1,
0,
0,
0
] |
Title: Quasi-Oracle Estimation of Heterogeneous Treatment Effects,
Abstract: Flexible estimation of heterogeneous treatment effects lies at the heart of
many statistical challenges, such as personalized medicine and optimal resource
allocation. In this paper, we develop a general class of two-step algorithms
for hetero... | [
0,
0,
1,
1,
0,
0
] |
Title: Level bounds for exceptional quantum subgroups in rank two,
Abstract: There is a long-standing belief that the modular tensor categories
$\mathcal{C}(\mathfrak{g},k)$, for $k\in\mathbb{Z}_{\geq1}$ and
finite-dimensional simple complex Lie algebras $\mathfrak{g}$, contain
exceptional connected étale algebras at o... | [
0,
0,
1,
0,
0,
0
] |
Title: Convolution Forgetting Curve Model for Repeated Learning,
Abstract: Most of mathematic forgetting curve models fit well with the forgetting data
under the learning condition of one time rather than repeated. In the paper, a
convolution model of forgetting curve is proposed to simulate the memory
process during l... | [
1,
0,
0,
0,
1,
0
] |
Title: Efficient computation of multidimensional theta functions,
Abstract: An important step in the efficient computation of multi-dimensional theta
functions is the construction of appropriate symplectic transformations for a
given Riemann matrix assuring a rapid convergence of the theta series. An
algorithm is prese... | [
0,
1,
1,
0,
0,
0
] |
Title: The careless use of language in quantum information,
Abstract: An imperative aspect of modern science is that scientific institutions act
for the benefit of a common scientific enterprise, rather than for the personal
gain of individuals within them. This implies that science should not
perpetuate existing or hi... | [
0,
1,
0,
0,
0,
0
] |
Title: Generalizing the first-difference correlated random walk for marine animal movement data,
Abstract: Animal telemetry data are often analysed with discrete time movement models
assuming rotation in the movement. These models are defined with equidistant
distant time steps. However, telemetry data from marine anim... | [
0,
0,
0,
0,
1,
0
] |
Title: Low spin wave damping in the insulating chiral magnet Cu$_{2}$OSeO$_{3}$,
Abstract: Chiral magnets with topologically nontrivial spin order such as Skyrmions
have generated enormous interest in both fundamental and applied sciences. We
report broadband microwave spectroscopy performed on the insulating chiral
fe... | [
0,
1,
0,
0,
0,
0
] |
Title: Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation,
Abstract: For human pose estimation in monocular images, joint occlusions and
overlapping upon human bodies often result in deviated pose predictions. Under
these circumstances, biologically implausible pose predictions may b... | [
1,
0,
0,
0,
0,
0
] |
Title: Large-scale Feature Selection of Risk Genetic Factors for Alzheimer's Disease via Distributed Group Lasso Regression,
Abstract: Genome-wide association studies (GWAS) have achieved great success in the
genetic study of Alzheimer's disease (AD). Collaborative imaging genetics
studies across different research ins... | [
1,
0,
0,
1,
0,
0
] |
Title: Predicting shim gaps in aircraft assembly with machine learning and sparse sensing,
Abstract: A modern aircraft may require on the order of thousands of custom shims to
fill gaps between structural components in the airframe that arise due to
manufacturing tolerances adding up across large structures. These shim... | [
0,
0,
0,
1,
0,
0
] |
Title: Multivariate central limit theorems for Rademacher functionals with applications,
Abstract: Quantitative multivariate central limit theorems for general functionals of
possibly non-symmetric and non-homogeneous infinite Rademacher sequences are
proved by combining discrete Malliavin calculus with the smart path ... | [
0,
0,
1,
0,
0,
0
] |
Title: Modification of Social Dominance in Social Networks by Selective Adjustment of Interpersonal Weights,
Abstract: According to the DeGroot-Friedkin model of a social network, an individual's
social power evolves as the network discusses individual opinions over a
sequence of issues. Under mild assumptions on the c... | [
1,
0,
0,
0,
0,
0
] |
Title: Ground-state properties of unitary bosons: from clusters to matter,
Abstract: The properties of cold Bose gases at unitarity have been extensively
investigated in the last few years both theoretically and experimentally. In
this paper we use a family of interactions tuned to two-body unitarity and very
weak thre... | [
0,
1,
0,
0,
0,
0
] |
Title: Lower bounds on the Noether number,
Abstract: The best known method to give a lower bound for the Noether number of a given
finite group is to use the fact that it is greater than or equal to the Noether
number of any of the subgroups or factor groups. The results of the present
paper show in particular that the... | [
0,
0,
1,
0,
0,
0
] |
Title: Beliefs in Markov Trees - From Local Computations to Local Valuation,
Abstract: This paper is devoted to expressiveness of hypergraphs for which uncertainty
propagation by local computations via Shenoy/Shafer method applies. It is
demonstrated that for this propagation method for a given joint belief
distributio... | [
1,
0,
0,
0,
0,
0
] |
Title: Dihedral Molecular Configurations Interacting by Lennard-Jones and Coulomb Forces,
Abstract: In this paper, we investigate periodic vibrations of a group of particles
with a dihedral configuration in the plane governed by the Lennard-Jones and
Coulomb forces. Using the gradient equivariant degree, we provide a f... | [
0,
0,
1,
0,
0,
0
] |
Title: Fair Kernel Learning,
Abstract: New social and economic activities massively exploit big data and machine
learning algorithms to do inference on people's lives. Applications include
automatic curricula evaluation, wage determination, and risk assessment for
credits and loans. Recently, many governments and insti... | [
0,
0,
0,
1,
0,
0
] |
Title: Underwater Surveying via Bearing only Cooperative Localization,
Abstract: Bearing only cooperative localization has been used successfully on aerial
and ground vehicles. In this paper we present an extension of the approach to
the underwater domain. The focus is on adapting the technique to handle the
challengin... | [
1,
0,
0,
0,
0,
0
] |
Title: Effects of parametric uncertainties in cascaded open quantum harmonic oscillators and robust generation of Gaussian invariant states,
Abstract: This paper is concerned with the generation of Gaussian invariant states in
cascades of open quantum harmonic oscillators governed by linear quantum
stochastic different... | [
1,
0,
1,
0,
0,
0
] |
Title: Abelian Tensor Models on the Lattice,
Abstract: We consider a chain of Abelian Klebanov-Tarnopolsky fermionic tensor models
coupled through quartic nearest-neighbor interactions. We characterize the
gauge-singlet spectrum for small chains ($L=2,3,4,5$) and observe that the
spectral statistics exhibits strong evi... | [
0,
1,
0,
0,
0,
0
] |
Title: Distance-based Confidence Score for Neural Network Classifiers,
Abstract: The reliable measurement of confidence in classifiers' predictions is very
important for many applications and is, therefore, an important part of
classifier design. Yet, although deep learning has received tremendous
attention in recent y... | [
1,
0,
0,
1,
0,
0
] |
Title: Making Sense of Bell's Theorem and Quantum Nonlocality,
Abstract: Bell's theorem has fascinated physicists and philosophers since his 1964
paper, which was written in response to the 1935 paper of Einstein, Podolsky,
and Rosen. Bell's theorem and its many extensions have led to the claim that
quantum mechanics a... | [
0,
1,
0,
0,
0,
0
] |
Title: Rationalizability and Epistemic Priority Orderings,
Abstract: At the beginning of a dynamic game, players may have exogenous theories about
how the opponents are going to play. Suppose that these theories are commonly
known. Then, players will refine their first-order beliefs, and challenge their
own theories, t... | [
1,
0,
0,
0,
0,
0
] |
Title: Robustness via Retrying: Closed-Loop Robotic Manipulation with Self-Supervised Learning,
Abstract: Prediction is an appealing objective for self-supervised learning of
behavioral skills, particularly for autonomous robots. However, effectively
utilizing predictive models for control, especially with raw image in... | [
1,
0,
0,
0,
0,
0
] |
Title: S-Isomap++: Multi Manifold Learning from Streaming Data,
Abstract: Manifold learning based methods have been widely used for non-linear
dimensionality reduction (NLDR). However, in many practical settings, the need
to process streaming data is a challenge for such methods, owing to the high
computational complex... | [
1,
0,
0,
1,
0,
0
] |
Title: Extreme radio-wave scattering associated with hot stars,
Abstract: We use data on extreme radio scintillation to demonstrate that this
phenomenon is associated with hot stars in the solar neighbourhood. The ionized
gas responsible for the scattering is found at distances up to 1.75pc from the
host star, and on a... | [
0,
1,
0,
0,
0,
0
] |
Title: Graded components of local cohomology modules,
Abstract: Let $A$ be a regular ring containing a field of characteristic zero and let
$R = A[X_1,\ldots, X_m]$. Consider $R$ as standard graded with $deg \ A = 0$
and $deg \ X_i = 1$ for all $i$. In this paper we present a comprehensive study
of graded components of... | [
0,
0,
1,
0,
0,
0
] |
Title: Drug Selection via Joint Push and Learning to Rank,
Abstract: Selecting the right drugs for the right patients is a primary goal of
precision medicine. In this manuscript, we consider the problem of cancer drug
selection in a learning-to-rank framework. We have formulated the cancer drug
selection problem as to ... | [
0,
0,
0,
1,
0,
0
] |
Title: Linear Discriminant Generative Adversarial Networks,
Abstract: We develop a novel method for training of GANs for unsupervised and class
conditional generation of images, called Linear Discriminant GAN (LD-GAN). The
discriminator of an LD-GAN is trained to maximize the linear separability
between distributions o... | [
1,
0,
0,
1,
0,
0
] |
Title: Sequential noise-induced escapes for oscillatory network dynamics,
Abstract: It is well known that the addition of noise in a multistable system can
induce random transitions between stable states. The rate of transition can be
characterised in terms of the noise-free system's dynamics and the added noise:
for p... | [
0,
1,
0,
0,
0,
0
] |
Title: Confluence of Conditional Term Rewrite Systems via Transformations,
Abstract: Conditional term rewriting is an intuitive yet complex extension of term
rewriting. In order to benefit from the simpler framework of unconditional
rewriting, transformations have been defined to eliminate the conditions of
conditional... | [
1,
0,
0,
0,
0,
0
] |
Title: Interplay of dilution and magnetic field in the nearest-neighbor spin-ice model on the pyrochlore lattice,
Abstract: We study the magnetic field effects on the diluted spin-ice materials using
the replica-exchange Monte Carlo simulation. We observe five plateaus in the
magnetization curve of the diluted nearest-... | [
0,
1,
0,
0,
0,
0
] |
Title: RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process,
Abstract: An RNN-based forecasting approach is used to early detect anomalies in
industrial multivariate time series data from a simulated Tennessee Eastman
Process (TEP) with many cyber-attacks. This work continues a previously
proposed L... | [
1,
0,
0,
0,
0,
0
] |
Title: Detecting singular weak-dissipation limit for flutter onset in reversible systems,
Abstract: A `flutter machine' is introduced for the investigation of a singular
interface between the classical and reversible Hopf bifurcations that is
theoretically predicted to be generic in nonconservative reversible systems
w... | [
0,
1,
0,
0,
0,
0
] |
Title: A Time Hierarchy Theorem for the LOCAL Model,
Abstract: The celebrated Time Hierarchy Theorem for Turing machines states, informally,
that more problems can be solved given more time. The extent to which a time
hierarchy-type theorem holds in the distributed LOCAL model has been open for
many years. It is consis... | [
1,
0,
0,
0,
0,
0
] |
Title: Doping-induced spin-orbit splitting in Bi-doped ZnO nanowires,
Abstract: Our predictions, based on density-functional calculations, reveal that
surface doping of ZnO nanowires with Bi leads to a linear-in-$k$ splitting of
the conduction-band states, through spin-orbit interaction, due to the lowering
of the symm... | [
0,
1,
0,
0,
0,
0
] |
Title: Embodied Question Answering,
Abstract: We present a new AI task -- Embodied Question Answering (EmbodiedQA) -- where
an agent is spawned at a random location in a 3D environment and asked a
question ("What color is the car?"). In order to answer, the agent must first
intelligently navigate to explore the environ... | [
1,
0,
0,
0,
0,
0
] |
Title: Data-Efficient Design Exploration through Surrogate-Assisted Illumination,
Abstract: Design optimization techniques are often used at the beginning of the design
process to explore the space of possible designs. In these domains illumination
algorithms, such as MAP-Elites, are promising alternatives to classic
o... | [
0,
0,
0,
1,
0,
0
] |
Title: Brain Computer Interface for Gesture Control of a Social Robot: an Offline Study,
Abstract: Brain computer interface (BCI) provides promising applications in
neuroprosthesis and neurorehabilitation by controlling computers and robotic
devices based on the patient's intentions. Here, we have developed a novel BCI... | [
1,
0,
0,
0,
0,
0
] |
Title: Faster Algorithms for Mean-Payoff Parity Games,
Abstract: Graph games provide the foundation for modeling and synthesis of reactive
processes. Such games are played over graphs where the vertices are controlled
by two adversarial players. We consider graph games where the objective of the
first player is the con... | [
1,
0,
0,
0,
0,
0
] |
Title: Similarity Function Tracking using Pairwise Comparisons,
Abstract: Recent work in distance metric learning has focused on learning
transformations of data that best align with specified pairwise similarity and
dissimilarity constraints, often supplied by a human observer. The learned
transformations lead to impr... | [
1,
0,
0,
1,
0,
0
] |
Title: Deep Boosted Regression for MR to CT Synthesis,
Abstract: Attenuation correction is an essential requirement of positron emission
tomography (PET) image reconstruction to allow for accurate quantification.
However, attenuation correction is particularly challenging for PET-MRI as
neither PET nor magnetic resonan... | [
0,
0,
0,
1,
0,
0
] |
Title: Discretisation of regularity structures,
Abstract: We introduce a general framework allowing to apply the theory of regularity
structures to discretisations of stochastic PDEs. The approach pursued in this
article is that we do not focus on any one specific discretisation procedure.
Instead, we assume that we ar... | [
0,
0,
1,
0,
0,
0
] |
Title: Optimization of Wireless Power Transfer Systems Enhanced by Passive Elements and Metasurfaces,
Abstract: This paper presents a rigorous optimization technique for wireless power
transfer (WPT) systems enhanced by passive elements, ranging from simple
reflectors and intermedi- ate relays all the way to general el... | [
1,
0,
1,
0,
0,
0
] |
Title: Knotted solutions, from electromagnetism to fluid dynamics,
Abstract: Knotted solutions to electromagnetism and fluid dynamics are investigated,
based on relations we find between the two subjects. We can write fluid
dynamics in electromagnetism language, but only on an initial surface, or for
linear perturbatio... | [
0,
1,
0,
0,
0,
0
] |
Title: Healthcare Robotics,
Abstract: Robots have the potential to be a game changer in healthcare: improving
health and well-being, filling care gaps, supporting care givers, and aiding
health care workers. However, before robots are able to be widely deployed, it
is crucial that both the research and industrial commu... | [
1,
0,
0,
0,
0,
0
] |
Title: The same strain of Piscine orthoreovirus (PRV-1) is involved with the development of different, but related, diseases in Atlantic and Pacific Salmon in British Columbia,
Abstract: Piscine orthoreovirus Strain PRV-1 is the causative agent of heart and
skeletal muscle inflammation (HSMI) in Atlantic salmon (Salmo ... | [
0,
0,
0,
0,
1,
0
] |
Title: On Learning the $cμ$ Rule in Single and Parallel Server Networks,
Abstract: We consider learning-based variants of the $c \mu$ rule for scheduling in
single and parallel server settings of multi-class queueing systems.
In the single server setting, the $c \mu$ rule is known to minimize the
expected holding-cost ... | [
1,
0,
0,
0,
0,
0
] |
Title: Crafting Adversarial Examples For Speech Paralinguistics Applications,
Abstract: Computational paralinguistic analysis is increasingly being used in a wide
range of cyber applications, including security-sensitive applications such as
speaker verification, deceptive speech detection, and medical diagnostics.
Whi... | [
1,
0,
0,
1,
0,
0
] |
Title: The Ebb and Flow of Controversial Debates on Social Media,
Abstract: We explore how the polarization around controversial topics evolves on
Twitter - over a long period of time (2011 to 2016), and also as a response to
major external events that lead to increased related activity. We find that
increased activity... | [
1,
1,
0,
0,
0,
0
] |
Title: Generalized Concomitant Multi-Task Lasso for sparse multimodal regression,
Abstract: In high dimension, it is customary to consider Lasso-type estimators to
enforce sparsity. For standard Lasso theory to hold, the regularization
parameter should be proportional to the noise level, yet the latter is
generally unk... | [
0,
0,
1,
1,
0,
0
] |
Title: A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging,
Abstract: We propose a novel automatic method for accurate segmentation of the prostate
in T2-weighted magnetic resonance imaging (MRI). Our method is based on
convolutional neural networks (CNNs). Because of the la... | [
1,
0,
0,
1,
0,
0
] |
Title: A note on signature of Lefschetz fibrations with planar fiber,
Abstract: Using theorems of Eliashberg and McDuff, Etnyre [Et] proved that the
intersection form of a symplectic filling of a contact 3-manifold supported by
planar open book is negative definite.
In this paper, we prove a signature formula for allow... | [
0,
0,
1,
0,
0,
0
] |
Title: Engineering a flux-dependent mobility edge in disordered zigzag chains,
Abstract: There has been great interest in realizing quantum simulators of charged
particles in artificial gauge fields. Here, we perform the first quantum
simulation explorations of the combination of artificial gauge fields and
disorder. U... | [
0,
1,
0,
0,
0,
0
] |
Title: Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask,
Abstract: Singing voice separation based on deep learning relies on the usage of
time-frequency masking. In many cases the masking process is not a learnable
function or is not encapsulated into the ... | [
1,
0,
0,
0,
0,
0
] |
Title: Confidence Bands for Coefficients in High Dimensional Linear Models with Error-in-variables,
Abstract: We study high-dimensional linear models with error-in-variables. Such models
are motivated by various applications in econometrics, finance and genetics.
These models are challenging because of the need to acco... | [
0,
0,
1,
1,
0,
0
] |
Title: Ultra-broadband On-chip Twisted Light Emitter,
Abstract: On-chip twisted light emitters are essential components for orbital angular
momentum (OAM) communication devices, which could address the growing demand
for high-capacity communication systems by providing an additional degree of
freedom for wavelength/fre... | [
0,
1,
0,
0,
0,
0
] |
Title: On the Fourth Power Moment of Fourier Coefficients of Cusp Form,
Abstract: Let $a(n)$ be the Fourier coefficients of a holomorphic cusp form of weight
$\kappa=2n\geqslant12$ for the full modular group and
$A(x)=\sum\limits_{n\leqslant x}a(n)$. In this paper, we establish an
asymptotic formula of the fourth power... | [
0,
0,
1,
0,
0,
0
] |
Title: Provable benefits of representation learning,
Abstract: There is general consensus that learning representations is useful for a
variety of reasons, e.g. efficient use of labeled data (semi-supervised
learning), transfer learning and understanding hidden structure of data.
Popular techniques for representation l... | [
1,
0,
0,
1,
0,
0
] |
Title: Application of Self-Play Reinforcement Learning to a Four-Player Game of Imperfect Information,
Abstract: We introduce a new virtual environment for simulating a card game known as
"Big 2". This is a four-player game of imperfect information with a relatively
complicated action space (being allowed to play 1,2,3... | [
0,
0,
0,
1,
0,
0
] |
Title: Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms,
Abstract: We present Fashion-MNIST, a new dataset comprising of 28x28 grayscale images
of 70,000 fashion products from 10 categories, with 7,000 images per category.
The training set has 60,000 images and the test set has 10,000 i... | [
1,
0,
0,
1,
0,
0
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.