On the orthogonality of zero-mean Gaussian measures: Sufficiently dense sampling
December 20, 2022
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Mathematics
Probability
For a stationary random function , sampled on a subset of
, we examine the equivalence and orthogonality of two zero-mean
Gaussian measures and associated with .
We give the is...
Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities
December 20, 2022
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Computer Science
Software Engineering
Artificial Intelligence
Past research has examined how well these models grasp code syntax, yet their
understanding of code semantics still needs to be explored. We extensively
analyze seven code models to investigate how code models represent code syntax
and sema...
Toward an AI-enabled Connected Industry: AGV Communication and Sensor Measurement Datasets
December 20, 2022
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Computer Science
Networking and Internet Architecture
Artificial Intelligence
Machine Learning
This paper presents two wireless measurement campaigns in industrial
testbeds: industrial Vehicle-to-vehicle (iV2V) and industrial
Vehicle-to-infrastructure plus Sensor (iV2I+), together with detailed
information about the two captured data...
Re-evaluating the Need for Multimodal Signals in Unsupervised Grammar Induction
December 20, 2022
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Computer Science
Computation and Language
Artificial Intelligence
Machine Learning
Are multimodal inputs necessary for grammar induction? Recent work has shown
that multimodal training inputs can improve grammar induction. However, these
improvements are based on comparisons to weak text-only baselines that were
trained o...
An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits
December 20, 2022
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Computer Science
Sound
Computer Vision and Pattern Recognition
Audio-visual approaches involving visual inputs have laid the foundation for
recent progress in speech separation. However, the optimization of the
concurrent usage of auditory and visual inputs is still an active research
area. Inspired by...
Analysis and Simulations of a Nonlocal Gray-Scott Model
December 20, 2022
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Mathematics
Computer Science
Numerical Analysis
Numerical Analysis
Analysis of PDEs
The Gray-Scott model is a set of reaction-diffusion equations that describes
chemical systems far from equilibrium. Interest in this model stems from its
ability to generate spatio-temporal structures, including pulses, spots,
stripes, and ...
Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language Models
December 20, 2022
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Computer Science
Computation and Language
Previous work has demonstrated the effectiveness of planning for story
generation exclusively in a monolingual setting focusing primarily on English.
We consider whether planning brings advantages to automatic story generation
across langua...
Two geometric models for graded skew-gentle algebras
December 20, 2022
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Mathematics
Representation Theory
Category Theory
Geometric Topology
In Part 1, we classify (indecomposable) objects in the perfect derived
category of a graded skew-gentle algebra ,
generalizing technique/results of Burban-Drozd and Deng to the graded setting.
We also use the ...
A proof of Saari's homographic conjecture
December 20, 2022
Mathematics
Physics
Classical Analysis and ODEs
Mathematical Physics
Mathematical Physics
We prove Saari's homographic conjecture for a large class of -body
problems with power law potentials, including the classical -body problem....
Flag Gadgets based on Classical Codes
December 20, 2022
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Physics
Quantum Physics
Fault-tolerant syndrome extraction is a key ingredient in implementing
fault-tolerant quantum computations. While conventional methods use a number of
extra qubits linear in the weight of the syndrome, several improvements have
been introdu...