damilojohn/Text-Descrambling · Datasets at Hugging Face

text stringlengths 27 153	label stringlengths 27 153	id int64 0 40k
methods. unsupervised analysis and through out carried learning been (classification) The supervised has (clustering)	The analysis has been carried out through supervised (classification) and unsupervised (clustering) learning methods.	39,800
leads interactions. non-trivial about to Furthermore, predictions change it also ecological long-term phenotypic and	Furthermore, it also leads to non-trivial predictions about long-term phenotypic change and ecological interactions.	39,801
solution optimization problem. a finding typically nonconvex requires This a to	This typically requires finding a solution to a nonconvex optimization problem.	39,802
coordination. framework intercell and The allows incorporating uncertainties channel	The framework allows incorporating channel uncertainties and intercell coordination.	39,803
show of magnitude w.r.t. several be improvements results orders Numerical can achieved that	Numerical results show that several orders of magnitude improvements can be achieved w.r.t.	39,804
art interference as multiuser such the cancellation. and instantaneous consumption reduction state power techniques, of	state of the art techniques, such as instantaneous power consumption reduction and multiuser interference cancellation.	39,805
other for computing be traded the platforms efficiency Performance can . for	Performance can be traded for the computing efficiency for other platforms .	39,806
Humans from environments (e.g., natural their structures mathematics, hierarchies). music, social complex language, learn latent	Humans learn complex latent structures from their environments (e.g., natural language, mathematics, music, social hierarchies).	39,807
smartphones. on The enhancement significantly defining for image baseline solutions improved proposed results state-of-the-art the	The proposed solutions significantly improved baseline results defining the state-of-the-art for image enhancement on smartphones.	39,808
scheme the into problem The decomposes two proposed levels.	The proposed scheme decomposes the problem into two levels.	39,809
the method. the show efficiency results of The computational also	The results also show the computational efficiency of the method.	39,810
in past a decade, the interest Over estimation. growing pose been there has human	Over the past decade, there has been a growing interest in human pose estimation.	39,811
clutter challenging. robotic manipulation is Autonomous in	Autonomous robotic manipulation in clutter is challenging.	39,812
sets learning possible. features small robotic from Employing annotated pretrained makes data	Employing pretrained features makes learning from small annotated robotic data sets possible.	39,813
accuracy model world hardly is scenarios, factor the to consider. only real In	In real world scenarios, model accuracy is hardly the only factor to consider.	39,814
peculiar products challenges. grocery store poses Recognition shelves of in	Recognition of grocery products in store shelves poses peculiar challenges.	39,815
into measurements network gyroscope method We neural incorporates deblurring propose convolutional that a (CNN). a	We propose a deblurring method that incorporates gyroscope measurements into a convolutional neural network (CNN).	39,816
handle help extremely With such it the of and blur. motion strong can measurements, spatially-variant	With the help of such measurements, it can handle extremely strong and spatially-variant motion blur.	39,817
objects. between mathematical paper presents a Our two model new measured causality of	Our paper presents a new mathematical model of causality between two measured objects.	39,818
slightly probability the well-known Kolmogorovian We modified have model.	We have slightly modified the well-known Kolmogorovian probability model.	39,819
use set instead we particular, $\sigma$-algebras direct of their sum of In product. the horizontal	In particular, we use the horizontal sum of set $\sigma$-algebras instead of their direct product.	39,820
Consequently, GSFM shape. Ambiguity an Function (AF) resembles thumbtack the that possesses a	Consequently, the GSFM possesses an Ambiguity Function (AF) that resembles a thumbtack shape.	39,821
factors the sonar two system consider AF. beyond Practical design must	Practical sonar system design must consider two factors beyond the AF.	39,822
waveform the how Peak-to-Average-Power Ratio quantifies The amplitude. constant is (PAPR) close to	The Peak-to-Average-Power Ratio (PAPR) quantifies how close the waveform is to constant amplitude.	39,823
energy compared SE, PAPR, superior efficiency waveforms. and GSFM when to thumbtack The possesses overall	The GSFM possesses superior SE, PAPR, and overall energy efficiency when compared to thumbtack waveforms.	39,824
the throughout is present, The tutorial organizes that, scattered together literature. material at and brings	The tutorial brings together and organizes material that, at present, is scattered throughout the literature.	39,825
explanations, It implementation some also and novel tips. includes	It also includes some novel explanations, and implementation tips.	39,826
We and dataset. Oxford dataset datasets: KITTI evaluate outdoor our with method two Robotcar	We evaluate our method with two outdoor datasets: KITTI dataset and Oxford Robotcar dataset.	39,827
and branch-and-price Column to generation algorithms are used these inequalities. solve	Column generation and branch-and-price algorithms are used to solve these inequalities.	39,828
primitive a primitive estimation classes. serve Thus, as of with probability associating hypotheses segments can	Thus, segments can serve as primitive hypotheses with a probability estimation of associating primitive classes.	39,829
experiments Quantitative and demonstrated qualitative of the BAGSFit. superiority	Quantitative and qualitative experiments demonstrated the superiority of BAGSFit.	39,830
exist in inconsistent base. many there knowledge knowledge the Also may	Also there may exist many inconsistent knowledge in the knowledge base.	39,831
access. of scheme completeness, The non-redundancy, and consistency, ease integrity, ensures proposed	The proposed scheme ensures completeness, consistency, integrity, non-redundancy, and ease of access.	39,832
important and vision computer system. is in one problem Tracking surveillance Object	Object Tracking is one important problem in computer vision and surveillance system.	39,833
exploit mainly the feature (i.e. The models single-view existing	The existing models mainly exploit the single-view feature (i.e.	39,834
color, the to shape) failing the objects problem, describe comprehensively. solve to texture,	color, texture, shape) to solve the problem, failing to describe the objects comprehensively.	39,835
is one big tracking However, inevitably strategy fusion result can problem into non-efficiency. that multi-view	However, one big problem is that multi-view fusion strategy can inevitably result tracking into non-efficiency.	39,836
of model the concept video The to extends complex task this prediction. FutureGAN	The FutureGAN model extends this concept to the complex task of video prediction.	39,837
experiments and Cityscapes. conducted KTH three Action, We datasets, on different MovingMNIST,	We conducted experiments on three different datasets, MovingMNIST, KTH Action, and Cityscapes.	39,838
with heritage. craft are blessed Borneo rich communities indigenous	Borneo indigenous communities are blessed with rich craft heritage.	39,839
such Iban's is plaited the One craft. mat examples	One such examples is the Iban's plaited mat craft.	39,840
summarized for theorem purposes of the practical Applicability end. at is this	Applicability of this theorem for practical purposes is summarized at the end.	39,841
The has image mobile in high-performance research into more devices recognition. on-device growth of resulted	The growth of high-performance mobile devices has resulted in more research into on-device image recognition.	39,842
In their by environments species mitigate individual in uncertain can ecology, extinction phenotypes. diversifying risks	In ecology, species can mitigate their extinction risks in uncertain environments by diversifying individual phenotypes.	39,843
well of is developed. bet-hedging rather theory populations well-mixed The in	The theory of bet-hedging in well-mixed populations is rather well developed.	39,844
fluctuations of For lead slow spatial rates outcomes. and variation, temporal to different	For slow rates of variation, temporal and spatial fluctuations lead to different outcomes.	39,845
temporally In environments, bet-hedging fluctuating spatially to favored compared fluctuating is environments.	In spatially fluctuating environments, bet-hedging is favored compared to temporally fluctuating environments.	39,846
population sizes. stochasticity robust These against induced conclusions are by finite	These conclusions are robust against stochasticity induced by finite population sizes.	39,847
image we Graph model Specifically, Games (GTG). using propose Transduction coin to ancient classification	Specifically, we propose to model ancient coin image classification using Graph Transduction Games (GTG).	39,848
Conventional decision the mainly interactions i.e. fraud considers major of involved two parties, control	Conventional fraud control considers mainly the interactions of two major involved decision parties, i.e.	39,849
proposed data-driven purely are The real-time a and in self-adaptive models manner.	The proposed models are purely data-driven and self-adaptive in a real-time manner.	39,850
global parametrization geometry is a operation Seamless key of processing, in e.g. surfaces	Seamless global parametrization of surfaces is a key operation in geometry processing, e.g.	39,851
(TOF) because Time-of-flight with latency. cameras appealing obtain are minimal dense they depth measurements	Time-of-flight (TOF) cameras are appealing because they obtain dense depth measurements with minimal latency.	39,852
semantic work This nighttime of the addresses of segmentation problem scenes. image	This work addresses the problem of semantic image segmentation of nighttime scenes.	39,853
annotated a subset nighttime for evaluation. of method Also, images densely are the	Also, a subset of the nighttime images are densely annotated for method evaluation.	39,854
an motion in SA inter-slice respiratory CMR to correct We propose stacks. image approach automatically	We propose an approach to automatically correct inter-slice respiratory motion in SA CMR image stacks.	39,855
the show results proposed and motion approach compensation. accuracy of in robustness The the	The results show the accuracy and robustness of the proposed approach in motion compensation.	39,856
the model. reveal obviate and We in shortcomings	We reveal and obviate shortcomings in the model.	39,857
a MRI) assessment magnetic (diffusion microstructure technique. Diffusion imaging non-invasive is resonance	Diffusion magnetic resonance imaging (diffusion MRI) is a non-invasive microstructure assessment technique.	39,858
diffusion high data. it consuming However, time and costly to is collect quality	However, it is costly and time consuming to collect high quality diffusion data.	39,859
specially-tailored two non-linear problems per-frame are resulting Gauss-Newton data-parallel solvers. solved with optimization The	The two resulting non-linear optimization problems per-frame are solved with specially-tailored data-parallel Gauss-Newton solvers.	39,860
monocular capture. method first Our performance approach full-body is real-time for the	Our method is the first real-time monocular approach for full-body performance capture.	39,861
suggest design users algorithms outfits (e.g. We which automatically	We design algorithms which automatically suggest users outfits (e.g.	39,862
of this challenging use We the deep for explore task. networks	We explore the use of deep networks for this challenging task.	39,863
deep through The former network. is convolutional a achieved	The former is achieved through a deep convolutional network.	39,864
network we multi-layer a structure. the And latter, fully-connected for adopt	And for the latter, we adopt a multi-layer fully-connected network structure.	39,865
compare for FashionNet. alternative three We and architectures design	We design and compare three alternative architectures for FashionNet.	39,866
produce can unrealistic learning limited animation. and therefore However, capabilities such techniques have	However, such techniques have limited learning capabilities and therefore can produce unrealistic animation.	39,867
over accumulation bidirectional iterations. mitigate The helps also loss generation error	The bidirectional generation loss also helps mitigate error accumulation over iterations.	39,868
single-channel scheme digital backpropagation. the experimental results that show outperforms The proposed	The experimental results show that the proposed scheme outperforms single-channel digital backpropagation.	39,869
proposed backpropagation. results outperforms single-channel that scheme digital show The the experimental	The experimental results show that the proposed scheme outperforms single-channel digital backpropagation.	39,870
The backpropagation of neural model parameters by are (BP). convolutional (CNNs) networks determined	The model parameters of convolutional neural networks (CNNs) are determined by backpropagation (BP).	39,871
adopts FF approach. data-centric design The a	The FF design adopts a data-centric approach.	39,872
multiple Saab layers. transforms yield in cascade Multiple convolutional	Multiple Saab transforms in cascade yield multiple convolutional layers.	39,873
and on between BP we relationship FF Finally, designs. the comment	Finally, we comment on the relationship between BP and FF designs.	39,874
as computational implementation primary xMaMIMO, with aspects efficiency our address We of objective.	We address implementation aspects of xMaMIMO, with computational efficiency as our primary objective.	39,875
crowded transceivers scenarios. the evaluate the performance We of xMaMIMO bit-error-rate in	We evaluate the bit-error-rate performance of the transceivers in crowded xMaMIMO scenarios.	39,876
a Single challenging problem. is image dehazing restoration ill-posed	Single image dehazing is a challenging ill-posed restoration problem.	39,877
proposed. Various prior-based and methods learning-based been have	Various prior-based and learning-based methods have been proposed.	39,878
of complicated. environment haze The formulation more is realistic in	The formulation of haze in realistic environment is more complicated.	39,879
image two network is dehazing The public benchmarks. on evaluated proposed	The proposed network is evaluated on two public image dehazing benchmarks.	39,880
demonstrate it superior when compared popular methods. that with state-of-the-art performance achieve experiments can The	The experiments demonstrate that it can achieve superior performance when compared with popular state-of-the-art methods.	39,881
NMR several of Bloch discrete intrinsic manifold responses, encodes parameters.	discrete manifold of Bloch responses, encodes several intrinsic NMR parameters.	39,882
secret What intelligence the unlocked? the is that of has human evolution	What is the secret that the evolution of human intelligence has unlocked?	39,883
but more it. to answer, is is there one Generalization	Generalization is one answer, but there is more to it.	39,884
loss beamspace systems. an multiple-output multi-user The millimeter-wave multiple-input is (MIMO) issue for rate important	The rate loss is an important issue for multi-user beamspace multiple-input multiple-output (MIMO) millimeter-wave systems.	39,885
signal design downlink we power level using energy a modulation. First,	First, we design a downlink energy signal using power level modulation.	39,886
detectors Deep object annotated bounding learning thousands diversified based and class require box examples. of	Deep learning based object detectors require thousands of diversified bounding box and class annotated examples.	39,887
supervised methods. weakly Also, to achieve compared recent of performance baselines we competitive	Also, we achieve competitive performance compared to recent baselines of weakly supervised methods.	39,888
function network. deep a An role activation neural has in crucial	An activation function has crucial role in a deep neural network.	39,889
widely (ReLU) used linear rectified function. are for the activation A unit simple	A simple rectified linear unit (ReLU) are widely used for the activation function.	39,890
(WiG) is activation weighted sigmoid In paper, unit gate as this a the proposed function.	In this paper, a weighted sigmoid gate unit (WiG) is proposed as the activation function.	39,891
sigmoid of gate. and a consists inputs WiG the proposed weighted of multiplication The	The proposed WiG consists of a multiplication of inputs and the weighted sigmoid gate.	39,892
the to functions overcome the activation ReLU. proposed of have performance Many been	Many activation functions have been proposed to overcome the performance of the ReLU.	39,893
an is with literature, task. In the recognition performance the mainly object evaluated	In the literature, the performance is mainly evaluated with an object recognition task.	39,894
evaluated recognition object is with task and the task. The image proposed the restoration WiG	The proposed WiG is evaluated with the object recognition task and the image restoration task.	39,895
lung Cardiovascular disease in population. cancer of screening (CVD) the cause a is leading death	Cardiovascular disease (CVD) is a leading cause of death in the lung cancer screening population.	39,896
region. heart a used was the autoencoder Thereafter, encode convolutional identified to	Thereafter, a convolutional autoencoder was used to encode the identified heart region.	39,897
in of The medicine. the tissue importance malign diagnostics crucial of is	The diagnostics of malign tissue is of the crucial importance in medicine.	39,898
error . and factor of the subjective probability	of the subjective factor and error probability .	39,899

methods. unsupervised analysis and through out carried learning been (classification) The supervised has (clustering)

The analysis has been carried out through supervised (classification) and unsupervised (clustering) learning methods.

39,800

leads interactions. non-trivial about to Furthermore, predictions change it also ecological long-term phenotypic and

Furthermore, it also leads to non-trivial predictions about long-term phenotypic change and ecological interactions.

39,801

solution optimization problem. a finding typically nonconvex requires This a to

This typically requires finding a solution to a nonconvex optimization problem.

39,802

coordination. framework intercell and The allows incorporating uncertainties channel

The framework allows incorporating channel uncertainties and intercell coordination.

39,803

show of magnitude w.r.t. several be improvements results orders Numerical can achieved that

Numerical results show that several orders of magnitude improvements can be achieved w.r.t.

39,804

art interference as multiuser such the cancellation. and instantaneous consumption reduction state power techniques, of

state of the art techniques, such as instantaneous power consumption reduction and multiuser interference cancellation.

39,805

other for computing be traded the platforms efficiency Performance can . for

Performance can be traded for the computing efficiency for other platforms .

39,806

Humans from environments (e.g., natural their structures mathematics, hierarchies). music, social complex language, learn latent

Humans learn complex latent structures from their environments (e.g., natural language, mathematics, music, social hierarchies).

39,807

smartphones. on The enhancement significantly defining for image baseline solutions improved proposed results state-of-the-art the

The proposed solutions significantly improved baseline results defining the state-of-the-art for image enhancement on smartphones.

39,808

scheme the into problem The decomposes two proposed levels.

The proposed scheme decomposes the problem into two levels.

39,809

the method. the show efficiency results of The computational also

The results also show the computational efficiency of the method.

39,810

in past a decade, the interest Over estimation. growing pose been there has human

Over the past decade, there has been a growing interest in human pose estimation.

39,811

clutter challenging. robotic manipulation is Autonomous in

Autonomous robotic manipulation in clutter is challenging.

39,812

sets learning possible. features small robotic from Employing annotated pretrained makes data

Employing pretrained features makes learning from small annotated robotic data sets possible.

39,813

accuracy model world hardly is scenarios, factor the to consider. only real In

In real world scenarios, model accuracy is hardly the only factor to consider.

39,814

peculiar products challenges. grocery store poses Recognition shelves of in

Recognition of grocery products in store shelves poses peculiar challenges.

39,815

into measurements network gyroscope method We neural incorporates deblurring propose convolutional that a (CNN). a

We propose a deblurring method that incorporates gyroscope measurements into a convolutional neural network (CNN).

39,816

handle help extremely With such it the of and blur. motion strong can measurements, spatially-variant

With the help of such measurements, it can handle extremely strong and spatially-variant motion blur.

39,817

objects. between mathematical paper presents a Our two model new measured causality of

Our paper presents a new mathematical model of causality between two measured objects.

39,818

slightly probability the well-known Kolmogorovian We modified have model.

We have slightly modified the well-known Kolmogorovian probability model.

39,819

use set instead we particular, $\sigma$-algebras direct of their sum of In product. the horizontal

In particular, we use the horizontal sum of set $\sigma$-algebras instead of their direct product.

39,820

Consequently, GSFM shape. Ambiguity an Function (AF) resembles thumbtack the that possesses a

Consequently, the GSFM possesses an Ambiguity Function (AF) that resembles a thumbtack shape.

39,821

factors the sonar two system consider AF. beyond Practical design must

Practical sonar system design must consider two factors beyond the AF.

39,822

waveform the how Peak-to-Average-Power Ratio quantifies The amplitude. constant is (PAPR) close to

The Peak-to-Average-Power Ratio (PAPR) quantifies how close the waveform is to constant amplitude.

39,823

energy compared SE, PAPR, superior efficiency waveforms. and GSFM when to thumbtack The possesses overall

The GSFM possesses superior SE, PAPR, and overall energy efficiency when compared to thumbtack waveforms.

39,824

the throughout is present, The tutorial organizes that, scattered together literature. material at and brings

The tutorial brings together and organizes material that, at present, is scattered throughout the literature.

39,825

explanations, It implementation some also and novel tips. includes

It also includes some novel explanations, and implementation tips.

39,826

We and dataset. Oxford dataset datasets: KITTI evaluate outdoor our with method two Robotcar

We evaluate our method with two outdoor datasets: KITTI dataset and Oxford Robotcar dataset.

39,827

and branch-and-price Column to generation algorithms are used these inequalities. solve

Column generation and branch-and-price algorithms are used to solve these inequalities.

39,828

primitive a primitive estimation classes. serve Thus, as of with probability associating hypotheses segments can

Thus, segments can serve as primitive hypotheses with a probability estimation of associating primitive classes.

39,829

experiments Quantitative and demonstrated qualitative of the BAGSFit. superiority

Quantitative and qualitative experiments demonstrated the superiority of BAGSFit.

39,830

exist in inconsistent base. many there knowledge knowledge the Also may

Also there may exist many inconsistent knowledge in the knowledge base.

39,831

access. of scheme completeness, The non-redundancy, and consistency, ease integrity, ensures proposed

The proposed scheme ensures completeness, consistency, integrity, non-redundancy, and ease of access.

39,832

important and vision computer system. is in one problem Tracking surveillance Object

Object Tracking is one important problem in computer vision and surveillance system.

39,833

exploit mainly the feature (i.e. The models single-view existing

The existing models mainly exploit the single-view feature (i.e.

39,834

color, the to shape) failing the objects problem, describe comprehensively. solve to texture,

color, texture, shape) to solve the problem, failing to describe the objects comprehensively.

39,835

is one big tracking However, inevitably strategy fusion result can problem into non-efficiency. that multi-view

However, one big problem is that multi-view fusion strategy can inevitably result tracking into non-efficiency.

39,836

of model the concept video The to extends complex task this prediction. FutureGAN

The FutureGAN model extends this concept to the complex task of video prediction.

39,837

experiments and Cityscapes. conducted KTH three Action, We datasets, on different MovingMNIST,

We conducted experiments on three different datasets, MovingMNIST, KTH Action, and Cityscapes.

39,838

with heritage. craft are blessed Borneo rich communities indigenous

Borneo indigenous communities are blessed with rich craft heritage.

39,839

such Iban's is plaited the One craft. mat examples

One such examples is the Iban's plaited mat craft.

39,840

summarized for theorem purposes of the practical Applicability end. at is this

Applicability of this theorem for practical purposes is summarized at the end.

39,841

The has image mobile in high-performance research into more devices recognition. on-device growth of resulted

The growth of high-performance mobile devices has resulted in more research into on-device image recognition.

39,842

In their by environments species mitigate individual in uncertain can ecology, extinction phenotypes. diversifying risks

In ecology, species can mitigate their extinction risks in uncertain environments by diversifying individual phenotypes.

39,843

well of is developed. bet-hedging rather theory populations well-mixed The in

The theory of bet-hedging in well-mixed populations is rather well developed.

39,844

fluctuations of For lead slow spatial rates outcomes. and variation, temporal to different

For slow rates of variation, temporal and spatial fluctuations lead to different outcomes.

39,845

temporally In environments, bet-hedging fluctuating spatially to favored compared fluctuating is environments.

In spatially fluctuating environments, bet-hedging is favored compared to temporally fluctuating environments.

39,846

population sizes. stochasticity robust These against induced conclusions are by finite

These conclusions are robust against stochasticity induced by finite population sizes.

39,847

image we Graph model Specifically, Games (GTG). using propose Transduction coin to ancient classification

Specifically, we propose to model ancient coin image classification using Graph Transduction Games (GTG).

39,848

Conventional decision the mainly interactions i.e. fraud considers major of involved two parties, control

Conventional fraud control considers mainly the interactions of two major involved decision parties, i.e.

39,849

proposed data-driven purely are The real-time a and in self-adaptive models manner.

The proposed models are purely data-driven and self-adaptive in a real-time manner.

39,850

global parametrization geometry is a operation Seamless key of processing, in e.g. surfaces

Seamless global parametrization of surfaces is a key operation in geometry processing, e.g.

39,851

(TOF) because Time-of-flight with latency. cameras appealing obtain are minimal dense they depth measurements

Time-of-flight (TOF) cameras are appealing because they obtain dense depth measurements with minimal latency.

39,852

semantic work This nighttime of the addresses of segmentation problem scenes. image

This work addresses the problem of semantic image segmentation of nighttime scenes.

39,853

annotated a subset nighttime for evaluation. of method Also, images densely are the

Also, a subset of the nighttime images are densely annotated for method evaluation.

39,854

an motion in SA inter-slice respiratory CMR to correct We propose stacks. image approach automatically

We propose an approach to automatically correct inter-slice respiratory motion in SA CMR image stacks.

39,855

the show results proposed and motion approach compensation. accuracy of in robustness The the

The results show the accuracy and robustness of the proposed approach in motion compensation.

39,856

the model. reveal obviate and We in shortcomings

We reveal and obviate shortcomings in the model.

39,857

a MRI) assessment magnetic (diffusion microstructure technique. Diffusion imaging non-invasive is resonance

Diffusion magnetic resonance imaging (diffusion MRI) is a non-invasive microstructure assessment technique.

39,858

diffusion high data. it consuming However, time and costly to is collect quality

However, it is costly and time consuming to collect high quality diffusion data.

39,859

specially-tailored two non-linear problems per-frame are resulting Gauss-Newton data-parallel solvers. solved with optimization The

The two resulting non-linear optimization problems per-frame are solved with specially-tailored data-parallel Gauss-Newton solvers.

39,860

monocular capture. method first Our performance approach full-body is real-time for the

Our method is the first real-time monocular approach for full-body performance capture.

39,861

suggest design users algorithms outfits (e.g. We which automatically

We design algorithms which automatically suggest users outfits (e.g.

39,862

of this challenging use We the deep for explore task. networks

We explore the use of deep networks for this challenging task.

39,863

deep through The former network. is convolutional a achieved

The former is achieved through a deep convolutional network.

39,864

network we multi-layer a structure. the And latter, fully-connected for adopt

And for the latter, we adopt a multi-layer fully-connected network structure.

39,865

compare for FashionNet. alternative three We and architectures design

We design and compare three alternative architectures for FashionNet.

39,866

produce can unrealistic learning limited animation. and therefore However, capabilities such techniques have

However, such techniques have limited learning capabilities and therefore can produce unrealistic animation.

39,867

over accumulation bidirectional iterations. mitigate The helps also loss generation error

The bidirectional generation loss also helps mitigate error accumulation over iterations.

39,868

single-channel scheme digital backpropagation. the experimental results that show outperforms The proposed

The experimental results show that the proposed scheme outperforms single-channel digital backpropagation.

39,869

proposed backpropagation. results outperforms single-channel that scheme digital show The the experimental

The experimental results show that the proposed scheme outperforms single-channel digital backpropagation.

39,870

The backpropagation of neural model parameters by are (BP). convolutional (CNNs) networks determined

The model parameters of convolutional neural networks (CNNs) are determined by backpropagation (BP).

39,871

adopts FF approach. data-centric design The a

The FF design adopts a data-centric approach.

39,872

multiple Saab layers. transforms yield in cascade Multiple convolutional

Multiple Saab transforms in cascade yield multiple convolutional layers.

39,873

and on between BP we relationship FF Finally, designs. the comment

Finally, we comment on the relationship between BP and FF designs.

39,874

as computational implementation primary xMaMIMO, with aspects efficiency our address We of objective.

We address implementation aspects of xMaMIMO, with computational efficiency as our primary objective.

39,875

crowded transceivers scenarios. the evaluate the performance We of xMaMIMO bit-error-rate in

We evaluate the bit-error-rate performance of the transceivers in crowded xMaMIMO scenarios.

39,876

a Single challenging problem. is image dehazing restoration ill-posed

Single image dehazing is a challenging ill-posed restoration problem.

39,877

proposed. Various prior-based and methods learning-based been have

Various prior-based and learning-based methods have been proposed.

39,878

of complicated. environment haze The formulation more is realistic in

The formulation of haze in realistic environment is more complicated.

39,879

image two network is dehazing The public benchmarks. on evaluated proposed

The proposed network is evaluated on two public image dehazing benchmarks.

39,880

demonstrate it superior when compared popular methods. that with state-of-the-art performance achieve experiments can The

The experiments demonstrate that it can achieve superior performance when compared with popular state-of-the-art methods.

39,881

NMR several of Bloch discrete intrinsic manifold responses, encodes parameters.

discrete manifold of Bloch responses, encodes several intrinsic NMR parameters.

39,882

secret What intelligence the unlocked? the is that of has human evolution

What is the secret that the evolution of human intelligence has unlocked?

39,883

but more it. to answer, is is there one Generalization

Generalization is one answer, but there is more to it.

39,884

loss beamspace systems. an multiple-output multi-user The millimeter-wave multiple-input is (MIMO) issue for rate important

The rate loss is an important issue for multi-user beamspace multiple-input multiple-output (MIMO) millimeter-wave systems.

39,885

signal design downlink we power level using energy a modulation. First,

First, we design a downlink energy signal using power level modulation.

39,886

detectors Deep object annotated bounding learning thousands diversified based and class require box examples. of

Deep learning based object detectors require thousands of diversified bounding box and class annotated examples.

39,887

supervised methods. weakly Also, to achieve compared recent of performance baselines we competitive

Also, we achieve competitive performance compared to recent baselines of weakly supervised methods.

39,888

function network. deep a An role activation neural has in crucial

An activation function has crucial role in a deep neural network.

39,889

widely (ReLU) used linear rectified function. are for the activation A unit simple

A simple rectified linear unit (ReLU) are widely used for the activation function.

39,890

(WiG) is activation weighted sigmoid In paper, unit gate as this a the proposed function.

In this paper, a weighted sigmoid gate unit (WiG) is proposed as the activation function.

39,891

sigmoid of gate. and a consists inputs WiG the proposed weighted of multiplication The

The proposed WiG consists of a multiplication of inputs and the weighted sigmoid gate.

39,892

the to functions overcome the activation ReLU. proposed of have performance Many been

Many activation functions have been proposed to overcome the performance of the ReLU.

39,893

an is with literature, task. In the recognition performance the mainly object evaluated

In the literature, the performance is mainly evaluated with an object recognition task.

39,894

evaluated recognition object is with task and the task. The image proposed the restoration WiG

The proposed WiG is evaluated with the object recognition task and the image restoration task.

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lung Cardiovascular disease in population. cancer of screening (CVD) the cause a is leading death

Cardiovascular disease (CVD) is a leading cause of death in the lung cancer screening population.

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region. heart a used was the autoencoder Thereafter, encode convolutional identified to

Thereafter, a convolutional autoencoder was used to encode the identified heart region.

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in of The medicine. the tissue importance malign diagnostics crucial of is

The diagnostics of malign tissue is of the crucial importance in medicine.

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error . and factor of the subjective probability

of the subjective factor and error probability .

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