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various deployed has widely been recognition applications. in Fingerprint-based
Fingerprint-based recognition has been widely deployed in various applications.
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Derived simulations. expressions with MATLAB verified are
Derived expressions are verified with MATLAB simulations.
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in the avoid A artifacts this checkerboard is paper. proposed condition to
A condition to avoid the checkerboard artifacts is proposed in this paper.
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robustness This to images. estimation correlation severely design inaccurate against boosts degraded due new
This new design boosts robustness against inaccurate correlation estimation due to severely degraded images.
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the whole existing This contrast practice deploys that in to is image.
This is in contrast to existing practice that deploys the whole image.
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tasks both and conducted. Extensive are on denoising image experiments super-resolution
Extensive experiments on both image denoising and super-resolution tasks are conducted.
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we decay Second, weight and dropout. data contrast augmentation with
Second, we contrast data augmentation with weight decay and dropout.
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In gains does provides and re-tuning. augmentation generalization large require systematically not data contrast, hyperparameter
In contrast, data augmentation systematically provides large generalization gains and does not require hyperparameter re-tuning.
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when operate first they operand the on itself matrix.
itself when they operate on the first operand matrix.
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the detection pixel-wise and segmentation. class-wise the It stem semantic learns jointly
It jointly learns the class-wise stem detection and the pixel-wise semantic segmentation.
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known analysis. in problem is alignment document a Historical widely manuscript
Historical manuscript alignment is a widely known problem in document analysis.
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manuscript is done mostly Finding editions manually. between differences the
Finding the differences between manuscript editions is mostly done manually.
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capital per Our in employment, series time sector. worker, includes this value-added and data
Our time series data includes value-added per worker, employment, and capital in this sector.
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applications, specific which usually costs, unknown. are on And depend the error
And the error costs, which depend on specific applications, are usually unknown.
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experiments classifier outperforms based demonstrate NR classifiers. representation (NRC) based the proposed that previous Our
Our experiments demonstrate that the proposed NR based classifier (NRC) outperforms previous representation based classifiers.
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classification as features also inputs, on various deep achieves performance With state-of-the-art it tasks. visual
With deep features as inputs, it also achieves state-of-the-art performance on various visual classification tasks.
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of information purpose this The unclear. remains
The purpose of this information remains unclear.
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performance. we (noise) Furthermore, how neuronal mechanism's affects crosstalk analyze the
Furthermore, we analyze how neuronal crosstalk (noise) affects the mechanism's performance.
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direction imperfect The performance. finding the array degrades
The imperfect array degrades the direction finding performance.
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through ratio Signal-to-noise computer are multi-numerology simulations. for results (SIR) obtained systems
Signal-to-noise ratio (SIR) results for multi-numerology systems are obtained through computer simulations.
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networks: proposed successive discriminator. consists The model generator and two of
The proposed model consists of two successive networks: generator and discriminator.
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segmentation in less on a Moreover, than GPU. performed is image recent an second
Moreover, an image segmentation is performed in less than a second on recent GPU.
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processing. satellite in-demand imagery in is Semantic segmentation
Semantic segmentation is in-demand in satellite imagery processing.
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has branches architecture input two the and functions. loss networks, conventional two proposed Unlike
Unlike conventional networks, the proposed architecture has two input branches and two loss functions.
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can show for that We this image single the classification. improve performance
We show that this can improve the performance for single image classification.
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how we neural But with the model can input net train size? different
But how can we train the neural net model with different input size?
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of input accept different audio. text size can like and
can accept different size of input like text and audio.
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In a new Attention propose network this Network(AIN). Incorporate called structure paper we
In this paper we propose a new network structure called Attention Incorporate Network(AIN).
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and operation multi-rate these of (e.g. minimal Leveraging perform amount pipelining computation models a clocks,
Leveraging operation pipelining and multi-rate clocks, these models perform a minimal amount of computation (e.g.
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each an per for as four as to frame convolutional output. timestep few produce layers)
as few as four convolutional layers) for each frame per timestep to produce an output.
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of estimating liberalization. trade is, cost this goal of paper Another the
Another goal of this paper is, estimating the cost of trade liberalization.
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nuisance VAT used tariff, reforming policy a scenarios. For is in both
For reforming nuisance tariff, a VAT policy is used in both scenarios.
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this used. In TRIST method is study,
In this study, TRIST method is used.
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of mirroring shortcut Typical hourglass between networks layers. contain instances connections
Typical instances of hourglass networks contain shortcut connections between mirroring layers.
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applicable The hourglass approach proposed is any architecture. to
The proposed approach is applicable to any hourglass architecture.
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representation two ways. We the of utility this in demonstrate
We demonstrate the utility of this representation in two ways.
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clustering performing discover by space. automatically First, we embedding the in learned can objects
First, we can automatically discover objects by performing clustering in the learned embedding space.
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cluster of and one contains various resulting examples scales. instance seen from Each viewpoints
Each resulting cluster contains examples of one instance seen from various viewpoints and scales.
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used of estimation Filter(PF) is target Particle and state. Non-gaussian Non-linear extensively for
Particle Filter(PF) is used extensively for estimation of target Non-linear and Non-gaussian state.
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of However, sample suffers degeneracy problem to performance inherent due and impoverishment. its
However, its performance suffers due to inherent problem of sample degeneracy and impoverishment.
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convergence proposed framework. reliability with achieve PF of outlier transductive Proposed mechanism faster detection tracking
Proposed outlier detection mechanism with transductive reliability achieve faster convergence of proposed PF tracking framework.
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These results great . demonstrated application has for method that potential proposed have our clinical
These results have demonstrated that our proposed method has great potential for clinical application .
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the possibility This receiver. any implementing of method opens existing in the
This opens the possibility of implementing the method in any existing receiver.
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IF robust more hybrid receiver errors. to systematic is an with A
A receiver with an IF hybrid is more robust to systematic errors.
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method its operational under telescope. any is use normal The robust at allowing conditions
The method is robust allowing its use under normal operational conditions at any telescope.
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demonstrate also is full We analog receiver a errors. against robust more that systematic
We also demonstrate that a full analog receiver is more robust against systematic errors.
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rodent recordings. from recent findings This consistent finding with is
This finding is consistent with recent findings from rodent recordings.
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Faster/Mask via R-CNN. this on achieve We a framework based
We achieve this via a framework based on Faster/Mask R-CNN.
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are GP on of effective frameworks range a simulated highly and benchmarks. Current real
Current GP frameworks are highly effective on a range of real and simulated benchmarks.
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observa tions of diverse growing generating availability nature. and a of huge is Technology
Technology is generating a huge and growing availability of observa tions of diverse nature.
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learning as is central data data This big discipline. scientific a placing
This big data is placing data learning as a central scientific discipline.
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of statistical It batches preprocessing, data. includes collection, visualization enormous of and, storage, essentially, analysis
It includes collection, storage, preprocessing, visualization and, essentially, statistical analysis of enormous batches of data.
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a visual answering novel We model propose probabilistic question for QA). (Visual
We propose a novel probabilistic model for visual question answering (Visual QA).
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of role learning plays the systems. performance for a critical availability Data deep
Data availability plays a critical role for the performance of deep learning systems.
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state-of-art. to method effectiveness the of the demonstrate compared Qualitative our results
Qualitative results demonstrate the effectiveness of our method compared to the state-of-art.
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of agrochemicals important towards sustainable the use component Reducing is an agriculture.
Reducing the use of agrochemicals is an important component towards sustainable agriculture.
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This and description processes. of focusses numerical developmental on simulation mathematical chapter the
This chapter focusses on the mathematical description and numerical simulation of developmental processes.
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us underlying a with provides tissue to non-invasive micro-structure. method analyze Tractography
Tractography provides us with a non-invasive method to analyze underlying tissue micro-structure.
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Gold We performance our and network with Standard parameters. benchmark its several evaluate across
We evaluate our network with Gold Standard and benchmark its performance across several parameters.
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with time offset can every control. a Besides, desirable be implemented closed-loop channel of a
Besides, a desirable time offset of every channel can be implemented with a closed-loop control.
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increasing interests. verification have speaker received systems End-to-end
End-to-end speaker verification systems have received increasing interests.
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this contributions two work. We in make
We make two contributions in this work.
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improvements of of Experiments conducted dataset are on the and demonstrate $Fisher$ A-softmax. part using
Experiments are conducted on part of $Fisher$ dataset and demonstrate the improvements of using A-softmax.
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crucial is occlusion computer boundary in a Object vision. detection and research fundamental problem
Object occlusion boundary detection is a fundamental and crucial research problem in computer vision.
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(Visual investigate visual QA). adaptation cross-dataset problem question for of We the answering
We investigate the problem of cross-dataset adaptation for visual question answering (Visual QA).
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algorithm. adaptation We this proposing by novel difficulty domain overcome a
We overcome this difficulty by proposing a novel domain adaptation algorithm.
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qualitatively can and analyze when effective. We adaptation both mostly the be quantitatively
We both quantitatively and qualitatively analyze when the adaptation can be mostly effective.
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data and is solely proposed trained end-to-end The architecture relies for inference. raw perfusion on
The proposed architecture is trained end-to-end and solely relies on raw perfusion data for inference.
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the of demonstrate on experiments hyperspectral proposed large dataset Extensive effectiveness method. a the
Extensive experiments on a large hyperspectral dataset demonstrate the effectiveness of the proposed method.
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and promising applicability Previous real-world works problems. to control its for planning results showed
Previous works showed promising results for its applicability to real-world planning and control problems.
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we propose prove solving For algorithms corresponding their and novel both constructs, correctness.
For both constructs, we propose corresponding novel solving algorithms and prove their correctness.
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challenging is because complex task of in a industrial distorted It setting. data various
It is a challenging task because of various distorted data in complex industrial setting.
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high performance DBCF demonstrate Extensive experiments exceeds state-of-the-art the methods. that produces and
Extensive experiments demonstrate that DBCF produces high performance and exceeds the state-of-the-art methods.
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from objects. plausible results The can predictor that generate lighting indicate even diffuse estimations the
The results indicate that the predictor can generate plausible lighting estimations even from diffuse objects.
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in can problem this interference alleviate systems. the intrinsic Using system FBMC we
Using this system we can alleviate the intrinsic interference problem in FBMC systems.
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(BER) results dispersive In our in ratio DP-FBMC performance channels. simulation bit error better has
In our simulation results DP-FBMC has better bit error ratio (BER) performance in dispersive channels.
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two of alleles. class natural models selection general define between a We representing
We define a general class of models representing natural selection between two alleles.
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but and population spatial size The are arbitrary, fixed. structure
The population size and spatial structure are arbitrary, but fixed.
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be can asexual diploid, sexual. otherwise; haploid, be Genetics can or or reproduction
Genetics can be haploid, diploid, or otherwise; reproduction can be asexual or sexual.
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deaths, (e.g.~births, in events Biological on fashion depend the mating, state. population current arbitrary dispersal)
Biological events (e.g.~births, deaths, mating, dispersal) depend in arbitrary fashion on the current population state.
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on the Our is idea formalism sites. based of genetic
Our formalism is based on the idea of genetic sites.
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at and genetic single Each site resides a locus houses particular allele. a
Each genetic site resides at a particular locus and houses a single allele.
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of formalize the selection. method We weak then
We then formalize the method of weak selection.
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two develop filtering linear algorithms model systems. new is to Gaussian This exploited conditionally for
This model is exploited to develop two new filtering algorithms for conditionally linear Gaussian systems.
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here extraction. and is One automatic problems road precise the of
One of the problems here is automatic and precise road extraction.
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incoming traffic priority instant for The higher perpetually scheduling. URLLC scheduler proposed grants a
The proposed scheduler perpetually grants incoming URLLC traffic a higher priority for instant scheduling.
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presented and level system simulations extensive analysis to support conclusions. are Analytical paper
Analytical analysis and extensive system level simulations are presented to support paper conclusions.
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paper, with on data classification manifolds. the tasks In this we SPD training limited tackle
In this paper, we tackle the classification tasks with limited training data on SPD manifolds.
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facial We two and evidence are finding present distinct faces look-alikes tasks. that recognizing
We present evidence that finding facial look-alikes and recognizing faces are two distinct tasks.
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in a under cafeteria conditions. normal Data were collected eating
Data were collected in a cafeteria under normal eating conditions.
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choices not or were scripted restricted. beverage Food and
Food and beverage choices were not scripted or restricted.
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Unit in the Facial detection the topic The (FAU) of explores paper wild. Action
The paper explores the topic of Facial Action Unit (FAU) detection in the wild.
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The on datasets. are and EmotionNet experiments DISFA the performed
The experiments are performed on the EmotionNet and DISFA datasets.
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experiments The usefulness facial for expression information AU show detection. the of
The experiments show the usefulness of facial expression information for AU detection.
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databases. achieves two proposed the state-of-art on results The network
The proposed network achieves state-of-art results on the two databases.
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results database cross of of the network. the Analysis for shows protocol effectiveness the
Analysis of the results for cross database protocol shows the effectiveness of the network.
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type of originating a is from the ventricles. Premature contraction(PVC) beat premature ectopic ventricular
Premature ventricular contraction(PVC) is a type of premature ectopic beat originating from the ventricles.
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monitoring valuable echocardiography imaging (TEE) diagnostic modality. is a and Transoesophageal
Transoesophageal echocardiography (TEE) is a valuable diagnostic and monitoring imaging modality.
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scoring and different were criteria-based a Two used. general strategies, percentage impression, overall an
Two different scoring strategies, a criteria-based percentage and an overall general impression, were used.
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a method structure. common searching of for used is molecular Similarity identification
Similarity searching is a common method used for identification of molecular structure.
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