id stringlengths 16 29 | text stringlengths 86 3.49k | source stringlengths 14 112 |
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arxiv_dataset-157002112.00224 | Functional regression clustering with multiple functional gene
expressions
stat.ME
Gene expression data is often collected in time series experiments, under
different experimental conditions. There may be genes that have very different
gene expression profiles over time, but that adjust their gene expression
patt... | arxiv topic:stat.ME |
arxiv_dataset-157012112.00324 | Optimizing for In-memory Deep Learning with Emerging Memory Technology
cs.LG cs.CV cs.ET
In-memory deep learning computes neural network models where they are stored,
thus avoiding long distance communication between memory and computation units,
resulting in considerable savings in energy and time. In-memory deep ... | arxiv topic:cs.LG cs.CV cs.ET |
arxiv_dataset-157022112.00424 | Multi-Agent Transfer Learning in Reinforcement Learning-Based
Ride-Sharing Systems
cs.LG cs.AI cs.MA
Reinforcement learning (RL) has been used in a range of simulated real-world
tasks, e.g., sensor coordination, traffic light control, and on-demand mobility
services. However, real world deployments are rare, as R... | arxiv topic:cs.LG cs.AI cs.MA |
arxiv_dataset-157032112.00524 | Crystal invariant theory I: Geometric RSK
math.QA math.CO math.RT
Berenstein and Kazhdan's theory of geometric crystals gives rise to two
commuting families of geometric crystal operators acting on the space of
complex $m \times n$ matrices. These are birational actions, which we view as a
crystal-theoretic analogu... | arxiv topic:math.QA math.CO math.RT |
arxiv_dataset-157042112.00624 | A note on spherical discrepancy
math.MG
A non-algorithmic, generalized version of a recent result, asserting that a
natural relaxation of the Koml\'os conjecture from boolean discrepancy to
spherical discrepancy is true, is proved by a very short argument using convex
geometry.
| arxiv topic:math.MG |
arxiv_dataset-157052112.00724 | RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from
Sparse Inputs
cs.CV cs.AI cs.GR
Neural Radiance Fields (NeRF) have emerged as a powerful representation for
the task of novel view synthesis due to their simplicity and state-of-the-art
performance. Though NeRF can produce photorealistic renderi... | arxiv topic:cs.CV cs.AI cs.GR |
arxiv_dataset-157062112.00824 | THE BANANA PROJECT. VI. Close double stars are well aligned with
noticeable exceptions; results from an ensemble study using apsidal motion
and Rossiter-McLaughlin measurements
astro-ph.SR
Here we present an ensemble study of spin-orbit alignment in 51 close double
star systems. We determine spin-orbit angles, ... | arxiv topic:astro-ph.SR |
arxiv_dataset-157072112.00924 | Dirac-Source Diode with Sub-unity Ideality Factor
cond-mat.mes-hall
An increase in power consumption necessitates a low-power circuit technology
to extend Moore's law. Low-power transistors, such as tunnel field-effect
transistors (TFETs), negative-capacitance field-effect transistors (NC-FETs),
and Dirac-source fi... | arxiv topic:cond-mat.mes-hall |
arxiv_dataset-157082112.01024 | Bounding the exponent of a finite group by the exponent of the
automorphism group and a theorem of Schur
math.GR
Assume $G$ is a finite $p$-group, and let $S$ be a Sylow $p$-subgroup of
$\operatorname{Aut}(G)$ with $\exp(S)=q$. We prove that if $G$ is of class $c$,
then $\exp(G)|p^{\ceil{\log_pc}}q^3$, and if $G$... | arxiv topic:math.GR |
arxiv_dataset-157092112.01124 | Counterexamples of the Bhattacharya-Friedland-Peled conjecture
math.CO
The Brauldi-Hoffman conjecture, proved by Rowlinson in 1988, characterized
the graph with maximal spectral radius among all simple graphs with prescribed
number of edges. In 2008, Bhattacharya, Friedland, and Peled proposed an
analog, which will... | arxiv topic:math.CO |
arxiv_dataset-157102112.01224 | Using word embedding for environmental violation analysis: Evidence from
Pennsylvania unconventional oil and gas compliance reports
cs.CY cs.LG
With the booming of the unconventional oil and gas industry, its inevitable
damage to the environment and human health has attracted public attention. We
applied text min... | arxiv topic:cs.CY cs.LG |
arxiv_dataset-157112112.01324 | Interpreting the empirical field emission equation for large area field
emitters
physics.app-ph cond-mat.mes-hall cond-mat.mtrl-sci physics.plasm-ph
Both single emitters and large area field emitters (LAFE) are generally
characterized using the slope and intercept of a Murphy-Good (or
Fowler-Nordheim) plot which ... | arxiv topic:physics.app-ph cond-mat.mes-hall cond-mat.mtrl-sci physics.plasm-ph |
arxiv_dataset-157122112.01424 | Meeting the Challenges for Relic Neutrino Detection
hep-ph astro-ph.HE
Inspired by Gounaris-Sakurai and Lee-Zumino, we postulate that the weak
vector and axial vector currents are dominated by $J^{PC} = 1^{--}$ and
$1^{++}$ resonances respectively in the appropriate channels of $\nu + \bar
\nu$ annihilation into qu... | arxiv topic:hep-ph astro-ph.HE |
arxiv_dataset-157132112.01524 | GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras
cs.CV cs.AI cs.GR cs.LG cs.RO
We present an approach for 3D global human mesh recovery from monocular
videos recorded with dynamic cameras. Our approach is robust to severe and
long-term occlusions and tracks human bodies even when they go outsi... | arxiv topic:cs.CV cs.AI cs.GR cs.LG cs.RO |
arxiv_dataset-157142112.01624 | A Survey on Awesome Korean NLP Datasets
cs.CL cs.LG
English based datasets are commonly available from Kaggle, GitHub, or
recently published papers. Although benchmark tests with English datasets are
sufficient to show off the performances of new models and methods, still a
researcher need to train and validate the... | arxiv topic:cs.CL cs.LG |
arxiv_dataset-157152112.01724 | Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A
Causal Language Model Approach
cs.CR cs.AI
Deep Learning (DL)-based malware detectors are increasingly adopted for early
detection of malicious behavior in cybersecurity. However, their sensitivity to
adversarial malware variants has raised im... | arxiv topic:cs.CR cs.AI |
arxiv_dataset-157162112.01824 | Multicritical point of the three-dimensional Z_2 gauge Higgs model
cond-mat.stat-mech
We investigate the multicritical behavior of the three-dimensional Z_2 gauge
Higgs model, at the multicritical point (MCP) of its phase diagram, where one
first-order transition line and two continuous Ising-like transition lines
... | arxiv topic:cond-mat.stat-mech |
arxiv_dataset-157172112.01924 | TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based
on Patch Analysis
cs.CV
The recent success of learning-based image rain and noise removal can be
attributed primarily to well-designed neural network architectures and large
labeled datasets. However, we discover that current image rain and no... | arxiv topic:cs.CV |
arxiv_dataset-157182112.02024 | A formalism for the long-distance magnetic field generated by
populations of neurons
q-bio.NC
Brain activity can be measured using magnetic fields located at some distance
from the brain, a technique called magneto-encephalography (MEG). The origin of
such magnetic fields are the ionic currents involved in neuron... | arxiv topic:q-bio.NC |
arxiv_dataset-157192112.02124 | Dissipation-Induced Order: The $S=1/2$ Quantum Spin Chain Coupled to an
Ohmic Bath
cond-mat.str-el quant-ph
We consider an $S=1/2$ antiferromagnetic quantum Heisenberg chain where each
site is coupled to an independent bosonic bath with ohmic dissipation. The
coupling to the bath preserves the global SO(3) spin s... | arxiv topic:cond-mat.str-el quant-ph |
arxiv_dataset-157202112.02224 | A prototype of a large tunable Fabry-Perot interferometer for solar
spectroscopy
astro-ph.IM astro-ph.SR
Large Fabry-Perot Interferometers are used in a variety of astronomical
instrumentation, including spectro-polarimeters for 4-meter class solar
telescopes. In this work we comprehensively characterize the cavi... | arxiv topic:astro-ph.IM astro-ph.SR |
arxiv_dataset-157212112.02324 | A Novel Two-stage Design Scheme of Equalizers for Uplink FBMC/OQAM-based
Massive MIMO Systems
eess.SP
The self-equalization property has raised great concern in the combination of
offset-quadratic-amplitude-modulation-based filter bank multi-carrier
(FBMC/OQAM) and massive multiple-input multiple-output (MIMO) sy... | arxiv topic:eess.SP |
arxiv_dataset-157222112.02424 | Variational Wasserstein gradient flow
cs.LG
Wasserstein gradient flow has emerged as a promising approach to solve
optimization problems over the space of probability distributions. A recent
trend is to use the well-known JKO scheme in combination with input convex
neural networks to numerically implement the proxi... | arxiv topic:cs.LG |
arxiv_dataset-157232112.02524 | Laplace Power-expected-posterior priors for generalized linear models
with applications to logistic regression
stat.ME math.ST stat.AP stat.CO stat.TH
Power-expected-posterior (PEP) methodology, which borrows ideas from the
literature on power priors, expected-posterior priors and unit information
priors, provide... | arxiv topic:stat.ME math.ST stat.AP stat.CO stat.TH |
arxiv_dataset-157242112.02624 | Dynamic Token Normalization Improves Vision Transformers
cs.CV cs.AI
Vision Transformer (ViT) and its variants (e.g., Swin, PVT) have achieved
great success in various computer vision tasks, owing to their capability to
learn long-range contextual information. Layer Normalization (LN) is an
essential ingredient in ... | arxiv topic:cs.CV cs.AI |
arxiv_dataset-157252112.02724 | $L^2$-bounds for drilling short geodesics in convex co-compact
hyperbolic 3-manifolds
math.GT math.DG
We give $L^2$-bounds on the change in the complex projective structure on the
boundary of conformally compact hyperbolic 3-manifold with incompressible
boundary after drilling short geodesics. We show that the ch... | arxiv topic:math.GT math.DG |
arxiv_dataset-157262112.02824 | Letter-level Online Writer Identification
cs.CV
Writer identification (writer-id), an important field in biometrics, aims to
identify a writer by their handwriting. Identification in existing writer-id
studies requires a complete document or text, limiting the scalability and
flexibility of writer-id in realistic a... | arxiv topic:cs.CV |
arxiv_dataset-157272112.02924 | Complex Langevin boundary terms in lattice models
hep-lat
In complex Langevin simulations, the insufficient decay of the probability
density near infinity leads to boundary terms that spoil the formal argument
for correctness. We present a formulation of this term that is cheaply
measurable in lattice models, and i... | arxiv topic:hep-lat |
arxiv_dataset-157282112.03024 | Domain-oriented Language Pre-training with Adaptive Hybrid Masking and
Optimal Transport Alignment
cs.CL
Motivated by the success of pre-trained language models such as BERT in a
broad range of natural language processing (NLP) tasks, recent research efforts
have been made for adapting these models for different ... | arxiv topic:cs.CL |
arxiv_dataset-157292112.03124 | First Glimpse into the Kaon Gluon Parton Distribution Using Lattice QCD
hep-lat hep-ph nucl-th
In this work, we present the first results on the gluon parton distribution
of the kaon from lattice quantum chromodynamics. We carry out the lattice
calculation at pion mass around 310~MeV and two lattice spacings, 0.15 ... | arxiv topic:hep-lat hep-ph nucl-th |
arxiv_dataset-157302112.03224 | Extensions of quasidiagonal $C^*$-algebras and controlling the $K_0$-map
of embeddings
math.OA
We study the validity of the Blackadar-Kirchberg conjecture for extensions of
separable, nuclear, quasidiagonal $C^*$-algebras that satisfy the UCT. More
specifically, we show that the conjecture for the extension has a... | arxiv topic:math.OA |
arxiv_dataset-157312112.03324 | Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
cs.AI cs.LG cs.LO cs.SC
Recent work on neuro-symbolic inductive logic programming has led to
promising approaches that can learn explanatory rules from noisy, real-world
data. While some proposals approximate logical operators with differentiab... | arxiv topic:cs.AI cs.LG cs.LO cs.SC |
arxiv_dataset-157322112.03424 | Learning to Solve Hard Minimal Problems
cs.CV
We present an approach to solving hard geometric optimization problems in the
RANSAC framework. The hard minimal problems arise from relaxing the original
geometric optimization problem into a minimal problem with many spurious
solutions. Our approach avoids computing l... | arxiv topic:cs.CV |
arxiv_dataset-157332112.03524 | Self-healing and transformation characteristics of obstructed
Hermite-Gaussian modes composed structured beams
physics.optics
The self-healing property of laser beams is of great interest. And a laser
beam with spatial structures is also widely concerned due to its important
applications in lots of areas. We theo... | arxiv topic:physics.optics |
arxiv_dataset-157342112.03624 | Time-Equivariant Contrastive Video Representation Learning
cs.CV
We introduce a novel self-supervised contrastive learning method to learn
representations from unlabelled videos. Existing approaches ignore the
specifics of input distortions, e.g., by learning invariance to temporal
transformations. Instead, we argu... | arxiv topic:cs.CV |
arxiv_dataset-157352112.03724 | Enhanced Phase Mixing of Torsional Alfv\'en Waves in Stratified and
Divergent Solar Coronal Structures, Paper II: Nonlinear Simulations
astro-ph.SR
We use MHD simulations to detect the nonlinear effects of torsional Alfv\'en
wave propagation in a potential magnetic field with exponentially divergent
field lines, ... | arxiv topic:astro-ph.SR |
arxiv_dataset-157362112.03824 | Determination of impact parameter in high-energy heavy-ion collisions
via deep learning
hep-ph
In this study, Au+Au collisions with the impact parameter of $0 \leq b \leq
12.5$ fm at $\sqrt{s_{NN}} = 200$ GeV are simulated by the AMPT model to
provide the preliminary final-state information. After transforming th... | arxiv topic:hep-ph |
arxiv_dataset-157372112.03924 | Local quantum overlapping tomography
quant-ph
Reconstructing the full quantum state of a many-body system requires the
estimation of a number of parameters that grows exponentially with system size.
Nevertheless, there are situations in which one is only interested in a subset
of these parameters and a full reconst... | arxiv topic:quant-ph |
arxiv_dataset-157382112.04024 | Thermodynamic role of main reaction pathway and multi-body information
flow in membrane transport
cond-mat.stat-mech physics.bio-ph
The two classes of membrane transport, namely, secondary active and passive
transport, are understood as different reaction pathways in the same protein
structure, described by the 1... | arxiv topic:cond-mat.stat-mech physics.bio-ph |
arxiv_dataset-157392112.04124 | Lattice dynamics and its effects on magnetocrystalline anisotropy energy
of pristine and hole-doped YCo$_5$ from first principles
cond-mat.mtrl-sci
We study the lattice dynamics effects on the phase stability and
magnetocrystalline anisotropy (MCA) energy of CaCu$_5$-type YCo$_5$ at finite
temperatures using firs... | arxiv topic:cond-mat.mtrl-sci |
arxiv_dataset-157402112.04224 | Python's Lunches in Jackiw-Teitelboim gravity with matter
hep-th gr-qc
We study Python's lunch geometries in the two-dimensional Jackiw-Teitelboim
model coupled to a massless scalar field in the semiclassical limit. We show
that all extrema including the minimal quantum extremal surface, bulges and
appetizers lie i... | arxiv topic:hep-th gr-qc |
arxiv_dataset-157412112.04324 | Deep Learning and Mathematical Intuition: A Review of (Davies et al.
2021)
cs.LG math.HO
A recent paper by Davies et al (2021) describes how deep learning (DL)
technology was used to find plausible hypotheses that have led to two original
mathematical results: one in knot theory, one in representation theory. I a... | arxiv topic:cs.LG math.HO |
arxiv_dataset-157422112.04424 | Training Robust Zero-Shot Voice Conversion Models with Self-supervised
Features
cs.SD cs.LG eess.AS
Unsupervised Zero-Shot Voice Conversion (VC) aims to modify the speaker
characteristic of an utterance to match an unseen target speaker without
relying on parallel training data. Recently, self-supervised learning... | arxiv topic:cs.SD cs.LG eess.AS |
arxiv_dataset-157432112.04524 | Microlensing and the type Ia supernova iPTF16geu
astro-ph.CO astro-ph.HE
The observed magnifications and light curves of the quadruply-imaged
iPTF16geu supernova (SN) offers a unique opportunity to study a lens system
with a variety of independent constraints. The four observed positions can be
used to constrain th... | arxiv topic:astro-ph.CO astro-ph.HE |
arxiv_dataset-157442112.04624 | Deep Molecular Representation Learning via Fusing Physical and Chemical
Information
q-bio.QM cs.LG
Molecular representation learning is the first yet vital step in combining
deep learning and molecular science. To push the boundaries of molecular
representation learning, we present PhysChem, a novel neural archit... | arxiv topic:q-bio.QM cs.LG |
arxiv_dataset-157452112.04724 | The Transit Timing and Atmosphere of Hot Jupiter HAT-P-37b
astro-ph.EP
The transit timing variation (TTV) and transmission spectroscopy analyses of
the planet HAT-P-37b, which is a hot Jupiter orbiting an G-type star, were
performed. Nine new transit light curves are obtained and analysed together
with 21 published... | arxiv topic:astro-ph.EP |
arxiv_dataset-157462112.04824 | Cross-ownership as a structural explanation for rising correlations in
crisis times
q-fin.MF
In this paper, we examine the interlinkages among firms through a financial
network where cross-holdings on both equity and debt are allowed. We relate
mathematically the correlation among equities with the unconditional
... | arxiv topic:q-fin.MF |
arxiv_dataset-157472112.04924 | VLT/MUSE and ATCA observations of the host galaxy of the short GRB
080905A at z=0.122
astro-ph.HE astro-ph.GA
Short-GRB progenitors could come in various flavors, depending on the nature
of the merging compact stellar objects (including a stellar-mass black hole or
not) or depending on their ages (millions or bil... | arxiv topic:astro-ph.HE astro-ph.GA |
arxiv_dataset-157482112.05024 | An Introduction to Motility-Induced Phase Separation
cond-mat.soft cond-mat.stat-mech physics.bio-ph
Motility-induced phase separation, MIPS, is arguably the most well-studied
collective phenomenon occurring in active matter without alignment interactions
(scalar active matter). Its basic origin is simple: since se... | arxiv topic:cond-mat.soft cond-mat.stat-mech physics.bio-ph |
arxiv_dataset-157492112.05124 | Neural Descriptor Fields: SE(3)-Equivariant Object Representations for
Manipulation
cs.RO cs.AI cs.CV cs.LG
We present Neural Descriptor Fields (NDFs), an object representation that
encodes both points and relative poses between an object and a target (such as
a robot gripper or a rack used for hanging) via categ... | arxiv topic:cs.RO cs.AI cs.CV cs.LG |
arxiv_dataset-157502112.05224 | Spinning Language Models: Risks of Propaganda-As-A-Service and
Countermeasures
cs.CR cs.CL cs.LG
We investigate a new threat to neural sequence-to-sequence (seq2seq) models:
training-time attacks that cause models to "spin" their outputs so as to
support an adversary-chosen sentiment or point of view -- but only ... | arxiv topic:cs.CR cs.CL cs.LG |
arxiv_dataset-157512112.05324 | Attention-based Transformation from Latent Features to Point Clouds
cs.CV
In point cloud generation and completion, previous methods for transforming
latent features to point clouds are generally based on fully connected layers
(FC-based) or folding operations (Folding-based). However, point clouds
generated by FC-... | arxiv topic:cs.CV |
arxiv_dataset-157522112.05424 | Antimonene with Topological Nontrivial Band Structure on Al(111)
Substrate
cond-mat.mtrl-sci
Large-area, high-quality monocrystalline antimonene polygons without alloy
layers have been spontaneously synthesized on an Al(111) substrate at room
temperature. Experimental measurements and first principles calculation... | arxiv topic:cond-mat.mtrl-sci |
arxiv_dataset-157532112.05524 | Tracing out the Berry curvature dipole and multipoles in second harmonic
Hall responses of time-reversal symmetric insulators
cond-mat.mes-hall cond-mat.mtrl-sci
Various nonlinear characteristics of solid states, such as the circular
photogalvanic effect of time-reversal symmetric insulators, the quantized
photog... | arxiv topic:cond-mat.mes-hall cond-mat.mtrl-sci |
arxiv_dataset-157542112.05624 | Microwave susceptibility observation of interacting many-body Andreev
states
cond-mat.mes-hall cond-mat.supr-con
Electrostatic charging affects the many-body spectrum of Andreev states, yet
its influence on their microwave properties has not been elucidated. We
developed a circuit quantum electrodynamics probe th... | arxiv topic:cond-mat.mes-hall cond-mat.supr-con |
arxiv_dataset-157552112.05724 | A Quantum Complexity Lowerbound from Differential Geometry
hep-th math.DG quant-ph
The Bishop-Gromov bound -- a cousin of the focusing lemmas that Hawking and
Penrose used to prove their black hole singularity theorems -- is a
differential geometry result that upperbounds the rate of growth of volume of
geodesic ba... | arxiv topic:hep-th math.DG quant-ph |
arxiv_dataset-157562112.05824 | Correlation-consistent Gaussian basis sets for solids made simple
physics.chem-ph
The rapidly growing interest in simulating condensed-phase materials using
quantum chemistry methods calls for a library of high-quality Gaussian basis
sets suitable for periodic calculations. Unfortunately, most standard Gaussian
bas... | arxiv topic:physics.chem-ph |
arxiv_dataset-157572112.05924 | Cascode Cross-Coupled Stage High-Speed Dynamic Comparator in 65 nm CMOS
eess.SY cs.SY
Dynamic comparators are the core of high-speed, high-resolution
analog-to-digital converters (ADCs) used for communication applications. Most
of the dynamic comparators attain high-speed operation only for sufficiently
high input ... | arxiv topic:eess.SY cs.SY |
arxiv_dataset-157582112.06024 | Towards automated optimisation of residual convolutional neural networks
for electrocardiogram classification
eess.SP cs.LG
The interpretation of the electrocardiogram (ECG) gives clinical information
and helps in assessing heart function. There are distinct ECG patterns
associated with a specific class of arryth... | arxiv topic:eess.SP cs.LG |
arxiv_dataset-157592112.06124 | Towards a complete classification of non-chiral topological phases in 2D
fermion systems
cond-mat.str-el math-ph math.MP quant-ph
In recent years, fermionic topological phases of quantum matter has attracted
a lot of attention. In a pioneer work by Gu, Wang and Wen, the concept of
equivalence classes of fermionic... | arxiv topic:cond-mat.str-el math-ph math.MP quant-ph |
arxiv_dataset-157602112.06224 | Joint Sensing, Communication, and Computation Resource Allocation for
Cooperative Perception in Fog-Based Vehicular Networks
cs.NI eess.SP
To enlarge the perception range and reliability of individual autonomous
vehicles, cooperative perception has been received much attention. However,
considering the high volum... | arxiv topic:cs.NI eess.SP |
arxiv_dataset-157612112.06324 | Pool-Party: Exploiting Browser Resource Pools as Side-Channels for Web
Tracking
cs.CR
We identify class of covert channels in browsers that are not mitigated by
current defenses, which we call "pool-party" attacks. Pool-party attacks allow
sites to create covert channels by manipulating limited-but-unpartitioned
... | arxiv topic:cs.CR |
arxiv_dataset-157622112.06424 | A Benchmark for Low-Switching-Cost Reinforcement Learning
cs.LG
A ubiquitous requirement in many practical reinforcement learning (RL)
applications, including medical treatment, recommendation system, education and
robotics, is that the deployed policy that actually interacts with the
environment cannot change freq... | arxiv topic:cs.LG |
arxiv_dataset-157632112.06524 | Modular forms with poles on hyperplane arrangements
math.NT math.AG
We study algebras of meromorphic modular forms whose poles lie on Heegner
divisors for orthogonal and unitary groups associated to root lattices. We give
a uniform construction of $147$ hyperplane arrangements on type IV symmetric
domains for which... | arxiv topic:math.NT math.AG |
arxiv_dataset-157642112.06624 | Pedestrian Trajectory Prediction via Spatial Interaction Transformer
Network
cs.CV cs.LG
As a core technology of the autonomous driving system, pedestrian trajectory
prediction can significantly enhance the function of active vehicle safety and
reduce road traffic injuries. In traffic scenes, when encountering wi... | arxiv topic:cs.CV cs.LG |
arxiv_dataset-157652112.06724 | ANEA: Automated (Named) Entity Annotation for German Domain-Specific
Texts
cs.CL
Named entity recognition (NER) is an important task that aims to resolve
universal categories of named entities, e.g., persons, locations,
organizations, and times. Despite its common and viable use in many use cases,
NER is barely a... | arxiv topic:cs.CL |
arxiv_dataset-157662112.06824 | A short review of the Casimir effect with emphasis on dynamical boundary
conditions
hep-th quant-ph
We give a short review on the static and dynamical Casimir effects, recalling
their historical prediction, as well as their more recent experimental
verification. We emphasise on the central role played by so-calle... | arxiv topic:hep-th quant-ph |
arxiv_dataset-157672112.06924 | Generating Fluent Fact Checking Explanations with Unsupervised
Post-Editing
cs.CL cs.LG
Fact-checking systems have become important tools to verify fake and
misguiding news. These systems become more trustworthy when human-readable
explanations accompany the veracity labels. However, manual collection of such
exp... | arxiv topic:cs.CL cs.LG |
arxiv_dataset-157682112.07024 | Detecting inhomogeneous chiral condensation from the bosonic two-point
function in the $(1 + 1)$-dimensional Gross-Neveu model in the mean-field
approximation
hep-ph cond-mat.str-el nucl-th
The phase diagram of the $(1 + 1)$-dimensional Gross-Neveu model is
reanalyzed for (non-)zero chemical potential and (non-... | arxiv topic:hep-ph cond-mat.str-el nucl-th |
arxiv_dataset-157692112.07124 | Minimal controllability problem on linear structural descriptor systems
with forbidden nodes
math.OC cs.SY eess.SY
We consider a minimal controllability problem (MCP), which determines the
minimum number of input nodes for a descriptor system to be structurally
controllable. We investigate the "forbidden nodes" i... | arxiv topic:math.OC cs.SY eess.SY |
arxiv_dataset-157702112.07224 | Exploring Category-correlated Feature for Few-shot Image Classification
cs.CV
Few-shot classification aims to adapt classifiers to novel classes with a few
training samples. However, the insufficiency of training data may cause a
biased estimation of feature distribution in a certain class. To alleviate this
proble... | arxiv topic:cs.CV |
arxiv_dataset-157712112.07324 | On the Impact of Hard Adversarial Instances on Overfitting in
Adversarial Training
cs.LG
Adversarial training is a popular method to robustify models against
adversarial attacks. However, it exhibits much more severe overfitting than
training on clean inputs. In this work, we investigate this phenomenon from the
... | arxiv topic:cs.LG |
arxiv_dataset-157722112.07424 | Conjugated Discrete Distributions for Distributional Reinforcement
Learning
cs.LG cs.AI stat.ML
In this work we continue to build upon recent advances in reinforcement
learning for finite Markov processes. A common approach among previous existing
algorithms, both single-actor and distributed, is to either clip r... | arxiv topic:cs.LG cs.AI stat.ML |
arxiv_dataset-157732112.07524 | Edge-trewidth: Algorithmic and combinatorial properties
cs.DM
We introduce the graph theoretical parameter of edge treewidth. This
parameter occurs in a natural way as the tree-like analogue of cutwidth or,
alternatively, as an edge-analogue of treewidth. We study the combinatorial
properties of edge-treewidth. We ... | arxiv topic:cs.DM |
arxiv_dataset-157742112.07624 | Interaction-Aware Trajectory Prediction and Planning for Autonomous
Vehicles in Forced Merge Scenarios
eess.SY cs.RO cs.SY
Merging is, in general, a challenging task for both human drivers and
autonomous vehicles, especially in dense traffic, because the merging vehicle
typically needs to interact with other vehi... | arxiv topic:eess.SY cs.RO cs.SY |
arxiv_dataset-157752112.07724 | Designing a Magnetic Measurement Data Acquisition and Control System
with Reuse in Mind: A Rotating Coil System Example
physics.acc-ph
Accelerator magnet test facilities frequently need to measure different
magnets on differently equipped test stands and with different instrumentation.
Designing a modular and hig... | arxiv topic:physics.acc-ph |
arxiv_dataset-157762112.07824 | Analog/Mixed-Signal Circuit Synthesis Enabled by the Advancements of
Circuit Architectures and Machine Learning Algorithms
cs.ET cs.LG cs.SY eess.SY
Analog mixed-signal (AMS) circuit architecture has evolved towards more
digital friendly due to technology scaling and demand for higher
flexibility/reconfigurabilit... | arxiv topic:cs.ET cs.LG cs.SY eess.SY |
arxiv_dataset-157772112.07924 | Knowledge-Grounded Dialogue Generation with a Unified Knowledge
Representation
cs.CL
Knowledge-grounded dialogue systems are challenging to build due to the lack
of training data and heterogeneous knowledge sources. Existing systems perform
poorly on unseen topics due to limited topics covered in the training dat... | arxiv topic:cs.CL |
arxiv_dataset-157782112.08024 | Visually Guided UGV for Autonomous Mobile Manipulation in Dynamic and
Unstructured GPS Denied Environments
cs.RO
A robotic solution for the unmanned ground vehicles (UGVs) to execute the
highly complex task of object manipulation in an autonomous mode is presented.
This paper primarily focuses on developing an au... | arxiv topic:cs.RO |
arxiv_dataset-157792112.08124 | A family of integrable transformations of centroaffine polygons:
geometrical aspects
math.DS
Two polygons, $(P_1,\ldots,P_n)$ and $(Q_1,\ldots,Q_n)$ in ${\mathbb R}^2$
are $c$-related if $\det(P_i, P_{i+1})=\det(Q_i, Q_{i+1})$ and $\det(P_i,
Q_i)=c$ for all $i$. This relation extends to twisted polygons (polygons... | arxiv topic:math.DS |
arxiv_dataset-157802112.08224 | Disparities in Social Determinants among Performances of Mortality
Prediction with Machine Learning for Sepsis Patients
cs.LG
Background Sepsis is one of the most life-threatening circumstances for
critically ill patients in the US, while a standardized criteria for sepsis
identification is still under developmen... | arxiv topic:cs.LG |
arxiv_dataset-157812112.08324 | Tensor network approach to electromagnetic duality in (3+1)d topological
gauge models
cond-mat.str-el hep-th
Given the Hamiltonian realisation of a topological (3+1)d gauge theory with
finite group $G$, we consider a family of tensor network representations of its
ground state subspace. This family is indexed by ... | arxiv topic:cond-mat.str-el hep-th |
arxiv_dataset-157822112.08424 | Multi-Epoch Machine Learning 1: Unravelling Nature vs Nurture for Galaxy
Formation
astro-ph.GA astro-ph.CO
We present a novel machine learning method for predicting the baryonic
properties of dark matter only subhalos from N-body simulations. Our model is
built using the extremely randomized tree (ERT) algorithm ... | arxiv topic:astro-ph.GA astro-ph.CO |
arxiv_dataset-157832112.08524 | FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning
cs.LG cs.DC
We address the relatively unexplored problem of hyper-parameter optimization
(HPO) for federated learning (FL-HPO). We introduce Federated Loss suRface
Aggregation (FLoRA), the first FL-HPO solution framework that can address use
cas... | arxiv topic:cs.LG cs.DC |
arxiv_dataset-157842112.08624 | Melting of generalized Wigner crystals in transition metal
dichalcogenide heterobilayer Moir\'e systems
cond-mat.str-el
Moir\'e superlattice systems such as transition metal dichalcogenide
heterobilayers have garnered significant recent interest due to their promising
utility as tunable solid state simulators. Re... | arxiv topic:cond-mat.str-el |
arxiv_dataset-157852112.08724 | Particle production in a hybrid approach for a beam energy scan of
Au+Au/Pb+Pb collisions between $\sqrt{s_\mathrm{NN}}$ = 4.3 GeV and
$\sqrt{s_\mathrm{NN}}$ = 200.0 GeV
hep-ph
Heavy-ion collisions at varying collision energies provide access to
different regions of the QCD phase diagram. In particular collisio... | arxiv topic:hep-ph |
arxiv_dataset-157862112.08824 | Topological Random Fractals
cond-mat.mes-hall cond-mat.dis-nn quant-ph
We introduce the notion of topological electronic states on random lattices
in non-integer dimensions. By considering a class $D$ model on critical
percolation clusters embedded in two dimensions, we demonstrate that these
topological random fra... | arxiv topic:cond-mat.mes-hall cond-mat.dis-nn quant-ph |
arxiv_dataset-157872112.08924 | Collisional excitation and non-LTE modelling of interstellar chiral
propylene oxide
astro-ph.GA astro-ph.SR
The first set of theoretical cross sections for propylene oxide (CH3CHCH2O)
colliding with cold He atoms has been obtained at the full quantum level using
a high-accuracy potential energy surface. By scalin... | arxiv topic:astro-ph.GA astro-ph.SR |
arxiv_dataset-157882112.09024 | Shear viscosity and Stokes-Einstein violation in supercooled light and
heavy water
physics.chem-ph cond-mat.other
We report shear viscosity of heavy water supercooled $33\,\mathrm{K}$ below
its melting point, revealing a 15-fold increase compared to room temperature.
We also confirm our previous data for the visc... | arxiv topic:physics.chem-ph cond-mat.other |
arxiv_dataset-157892112.09124 | Sparse Euclidean Spanners with Tiny Diameter: A Tight Lower Bound
cs.DS
In STOC'95 [ADMSS'95] Arya et al. showed that any set of $n$ points in
$\mathbb R^d$ admits a $(1+\epsilon)$-spanner with hop-diameter at most 2
(respectively, 3) and $O(n \log n)$ edges (resp., $O(n \log \log n)$ edges).
They also gave a gener... | arxiv topic:cs.DS |
arxiv_dataset-157902112.09224 | Photonic heat transport in three terminal superconducting circuit
cond-mat.mes-hall quant-ph
Quantum heat transport devices are currently intensively studied in theory.
Experimental realization of quantum heat transport devices is a challenging
task. So far, they have been mostly investigated in experiments with ul... | arxiv topic:cond-mat.mes-hall quant-ph |
arxiv_dataset-157912112.09324 | Smooth tropical complete intersection curves of genus $3$ in
$\mathbb{R}^3$
math.AG
We develop a method for describing the tropical complete intersection of a
tropical hypersurface and a tropical plane in $\mathbb{R}^3$. This involves a
method for determining the topological type of the intersection of a tropical... | arxiv topic:math.AG |
arxiv_dataset-157922112.09424 | Search Strategy Formulation for Systematic Reviews: issues, challenges
and opportunities
cs.IR
Systematic literature reviews play a vital role in identifying the best
available evidence for health and social care policy. The resources required to
produce systematic reviews can be significant, and a key to the suc... | arxiv topic:cs.IR |
arxiv_dataset-157932112.09524 | Effective Dirac neutrino mass operator in the Standard Model with a
local Abelian extension
hep-ph
We present 48 types of solutions to the anomaly cancellation conditions of
local Abelian extensions of the Standard Model (SM) with right-handed singlet
chiral fermions. At least two of them acquire effective light ... | arxiv topic:hep-ph |
arxiv_dataset-157942112.09624 | Reciprocity, community detection, and link prediction in dynamic
networks
cs.SI physics.soc-ph
Many complex systems change their structure over time, in these cases dynamic
networks can provide a richer representation of such phenomena. As a
consequence, many inference methods have been generalized to the dynamic... | arxiv topic:cs.SI physics.soc-ph |
arxiv_dataset-157952112.09724 | Bass and Betti numbers of a module and its deficiency modules
math.AC
This paper aims to provide several relations between Bass and Betti numbers
of a given module and its deficiency modules. Such relations and the tools used
throughout allow us to generalize some results of Foxby, characterize
Cohen-Macaulay modul... | arxiv topic:math.AC |
arxiv_dataset-157962112.09824 | Federated Dynamic Sparse Training: Computing Less, Communicating Less,
Yet Learning Better
cs.LG cs.AI stat.ML
Federated learning (FL) enables distribution of machine learning workloads
from the cloud to resource-limited edge devices. Unfortunately, current deep
networks remain not only too compute-heavy for infe... | arxiv topic:cs.LG cs.AI stat.ML |
arxiv_dataset-157972112.09924 | The Web Is Your Oyster - Knowledge-Intensive NLP against a Very Large
Web Corpus
cs.CL cs.AI cs.IR cs.LG
In order to address increasing demands of real-world applications, the
research for knowledge-intensive NLP (KI-NLP) should advance by capturing the
challenges of a truly open-domain environment: web-scale kno... | arxiv topic:cs.CL cs.AI cs.IR cs.LG |
arxiv_dataset-157982112.10024 | Supervised laser-speckle image sampling of skin tissue to detect very
early stage of diabetes by its effects on skin subcellular properties
eess.IV cs.AI cs.CV physics.med-ph
This paper investigates the effectiveness of an expert system based on
K-nearest neighbors algorithm for laser speckle image sampling appli... | arxiv topic:eess.IV cs.AI cs.CV physics.med-ph |
arxiv_dataset-157992112.10124 | Blockchain-based Platform for Secure Sharing and Validation of
Vaccination Certificates
cs.CR
The COVID-19 pandemic has recently emerged as a worldwide health emergency
that necessitates coordinated international measures. To contain the virus's
spread, governments and health organisations raced to develop vaccin... | arxiv topic:cs.CR |
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