text stringlengths 27 153 | label stringlengths 27 153 | id int64 0 40k |
|---|---|---|
Experimental pedestrian detection show for improved robustness algorithms. the be results further existing can that | Experimental results show that the robustness can be further improved for existing pedestrian detection algorithms. | 37,300 |
problem applications. Document (DIQA) assessment image and an is challenging real in quality important | Document image quality assessment (DIQA) is an important and challenging problem in real applications. | 37,301 |
dynamic, outcomes. its potential good I derive and a contribution voluntary present mechanism, public game | I present a dynamic, voluntary contribution mechanism, public good game and derive its potential outcomes. | 37,302 |
by engaging endogenously period, players In contribution each productivity in determine investment. costly | In each period, players endogenously determine contribution productivity by engaging in costly investment. | 37,303 |
the of payoffs all payoff lowest players receive outcome, In zero. | In the lowest payoff outcome, all players receive payoffs of zero. | 37,304 |
there Therefore, Nash strategies. infinitely many Equilibria are | Therefore, there are infinitely many Nash Equilibria strategies. | 37,305 |
explain goal and My this discover is point. to | My goal is to discover and explain this point. | 37,306 |
I derive computer and simulation results. the mathematical analysis use to | I use mathematical analysis and computer simulation to derive the results. | 37,307 |
is wireless in networking. of use PLE estimation assist thus to great | PLE estimation is thus of great use to assist in wireless networking. | 37,308 |
information difficult sometimes Moreover, be unreliable, spoofed, or obtain. to might this external | Moreover, this external information might sometimes be unreliable, spoofed, or difficult to obtain. | 37,309 |
for presented. linear start, a PLE new the model To is regression | To start, a new linear regression model for the PLE is presented. | 37,310 |
based medical image in focus this learning paper, on deep problems we three segmentation. In | In this paper, we focus on three problems in deep learning based medical image segmentation. | 37,311 |
superior results that our state-of-the-art Our network to experimental comparable or methods. suggest is | Our experimental results suggest that our network is comparable or superior to state-of-the-art methods. | 37,312 |
linear risk re-examines pricing models. premia of paper This in factor estimating the problem | This paper re-examines the problem of estimating risk premia in linear factor pricing models. | 37,313 |
based estimation new a sample-splitting variables regression. instrumental procedure propose on We | We propose a new estimation procedure based on sample-splitting instrumental variables regression. | 37,314 |
an identification. Post-mortem additional offer method can forensic recognition personal iris of | Post-mortem iris recognition can offer an additional forensic method of personal identification. | 37,315 |
and of points from neuroscience-cognitive, mathematical view. conjointly biological, physical | conjointly from biological, neuroscience-cognitive, physical and mathematical points of view. | 37,316 |
by unify proposes It results of theories to various and means information topology. | It proposes to unify various results and theories by means of information topology. | 37,317 |
Notably, main allow methods of of conciliation the some those theories of consciousness. topological | Notably, those topological methods allow conciliation of some of the main theories of consciousness. | 37,318 |
handle of ranges to large and differences between How datasets? b) outdoor depth the indoor | b) How to handle the large differences of depth ranges between indoor and outdoor datasets? | 37,319 |
our method. indoor on and results demonstrate both of datasets effectiveness outdoor Experimental the | Experimental results on both indoor and outdoor datasets demonstrate the effectiveness of our method. | 37,320 |
image fast. generation on In research has developing recent methods years, been | In recent years, research on image generation methods has been developing fast. | 37,321 |
blurry. However, generated by generally pictures are the GANs | However, the generated pictures by GANs are generally blurry. | 37,322 |
This inherent training the to the structure reflect makes of data. DCGANs unable | This makes DCGANs unable to reflect the inherent structure of the training data. | 37,323 |
DE-GANs is and the from loss different DCGANs. Moreover, function of GANs | Moreover, the loss function of DE-GANs is different from GANs and DCGANs. | 37,324 |
of is solution to present problem. purpose this The to this a paper | The purpose of this paper is to present a solution to this problem. | 37,325 |
agreement excellent with data. prediction model The shows published an | The model prediction shows an excellent agreement with published data. | 37,326 |
We OLGA guide that suggest useful design. to be a tool may vaccine | We suggest that OLGA may be a useful tool to guide vaccine design. | 37,327 |
simode: Integral Ordinary In paper this we Equations. for Separable Matching Differential describe | In this paper we describe simode: Separable Integral Matching for Ordinary Differential Equations. | 37,328 |
were separability such Linear ease as shown features to and optimization inference. | Linear features such as separability were shown to ease optimization and inference. | 37,329 |
using of the demonstrate the ordinary differential various package We of systems functionalities equations. | We demonstrate the functionalities of the package using various systems of ordinary differential equations. | 37,330 |
these serious indicate of benign, they can are sometimes a many health Although risk. | Although many of these are benign, they can sometimes indicate a serious health risk. | 37,331 |
small valid sufficiently our All results of are control. values the for | All our results are valid for sufficiently small values of the control. | 37,332 |
time fields. data established clustering series technique is well mining The many of in | The data mining technique of time series clustering is well established in many fields. | 37,333 |
at a always The constant rate. micro-dynamics run | The micro-dynamics always run at a constant rate. | 37,334 |
are time by dramatic statistics. described log-Poisson These transitions a | These dramatic transitions are described by a log-Poisson time statistics. | 37,335 |
long effect time The a network. ecological is the adapted collectively of | The long time effect is a collectively adapted of the ecological network. | 37,336 |
structured classification proposed is for task. discriminative analysis dictionary the A | A discriminative structured analysis dictionary is proposed for the classification task. | 37,337 |
dictionary large address Moreover, distributed structured also analysis learning datasets. presented a scale is to | Moreover, a distributed structured analysis dictionary learning is also presented to address large scale datasets. | 37,338 |
complexity the greatly In addition, training and reduced. also are testing computational | In addition, the training and testing computational complexity are also greatly reduced. | 37,339 |
to "specular extends translation network to multi-view Our diffuse" image-to-image unsupervised translation. | Our network extends unsupervised image-to-image translation to multi-view "specular to diffuse" translation. | 37,340 |
several baseline a better network As results significantly our result, than yields single-view techniques. | As a result, our network yields significantly better results than several single-view baseline techniques. | 37,341 |
real data. on performance We and world also training show testing promising | We also show promising performance on real world training and testing data. | 37,342 |
of algorithm's theoretical provide its a and numerical basis. foundation review the We mathematical verification | We review the algorithm's mathematical foundation and provide a numerical verification of its theoretical basis. | 37,343 |
the complexity. very computational had equivalent problem high Solving | Solving the equivalent problem had very high computational complexity. | 37,344 |
the high-dimensions. in of uniqueness the Also, solution problem conditions considered the for are | Also, the uniqueness conditions for solution of the problem are considered in the high-dimensions. | 37,345 |
ones. samples by existing the principle create recombining The is method new of to | The principle of the method is to create new samples by recombining existing ones. | 37,346 |
proposed show performance over augmentation. data We basic more the improves method the that | We show that the proposed method improves the performance over more basic data augmentation. | 37,347 |
azimuth. the only of direction The runs simulation on | The simulation runs only on the direction of azimuth. | 37,348 |
in multimedia. robotics, as This forensics, various applications surveillance, has such task fields, | This task has applications in various fields, such as surveillance, forensics, robotics, multimedia. | 37,349 |
evaluation our benchmarks. approach of extensive present five through backbones three We and | We present extensive evaluation of our approach through five backbones and three benchmarks. | 37,350 |
results person the our re-identification of effectiveness demonstrate framework. Experimental | Experimental results demonstrate the effectiveness of our person re-identification framework. | 37,351 |
are built Traditional on and architectures. trainable methods detection object handcrafted shallow features | Traditional object detection methods are built on handcrafted features and shallow trainable architectures. | 37,352 |
These etc. function, optimization behave architecture, training network in strategy and models differently | These models behave differently in network architecture, training strategy and optimization function, etc. | 37,353 |
a object learning detection we provide paper, based review In deep frameworks. this on | In this paper, we provide a review on deep learning based object detection frameworks. | 37,354 |
methods Experimental are and provided conclusions. draw meaningful to some also compare various analyses | Experimental analyses are also provided to compare various methods and draw some meaningful conclusions. | 37,355 |
rapidly. of digital the various increasing use Recently, is images in fields | Recently, the use of digital images in various fields is increasing rapidly. | 37,356 |
method poor quality. visual in However, W-plane has also the performance | However, the W-plane method also has poor performance in visual quality. | 37,357 |
in is tasks. a vision step computer Geometric key matching | Geometric matching is a key step in computer vision tasks. | 37,358 |
for two matching. different choices provide geometric in we Finally, purposes | Finally, we provide two choices for different purposes in geometric matching. | 37,359 |
non-rigid homography When compositing the improves. further alignment transformation, thin-plate-spline with accuracy | When compositing homography with non-rigid thin-plate-spline transformation, the alignment accuracy further improves. | 37,360 |
person attention in Video attracts re-identification recent years. much | Video person re-identification attracts much attention in recent years. | 37,361 |
from image of pedestrians different to match aims sequences camera It views. | It aims to match image sequences of pedestrians from different camera views. | 37,362 |
they understood and paper that argues can as as correction be improvement. This | This paper argues that they can be understood as correction and as improvement. | 37,363 |
on channel-based approach This based a is Bayesian to probability. account novel | This account is based on a novel channel-based approach to Bayesian probability. | 37,364 |
vectors. The determines transform collection corresponding the of sensing | The corresponding transform determines the collection of sensing vectors. | 37,365 |
not the vectors satisfy sensing K-AHS any incoherence or isometry Therefore, restricted property. must | Therefore, the K-AHS sensing vectors must not satisfy any incoherence or restricted isometry property. | 37,366 |
real by with images. are signals and simulations synthetic supported findings world The analytical | The analytical findings are supported by simulations with synthetic signals and real world images. | 37,367 |
achieves K-AHS benchmark errors CS. than On standard images, lower reconstruction | On standard benchmark images, K-AHS achieves lower reconstruction errors than CS. | 37,368 |
Bayesian better understanding is hydrological of for important a modeling inverse processes. | Bayesian inverse modeling is important for a better understanding of hydrological processes. | 37,369 |
surrogate of address techniques. take can modeling issue, advantage one this To | To address this issue, one can take advantage of surrogate modeling techniques. | 37,370 |
the quantify are surrogate strategies error. to proposed Specifically, two | Specifically, two strategies are proposed to quantify the surrogate error. | 37,371 |
In algorithm image and an pepper is paper, for salt noise. proposed denoising this | In this paper, an image denoising algorithm is proposed for salt and pepper noise. | 37,372 |
remove noise. switching the filter salt and pepper to Finally, the a algorithm builds non-local | Finally, the algorithm builds a non-local switching filter to remove the salt and pepper noise. | 37,373 |
classification result initial Subjects a to allowed process. of change the annotation were as their | Subjects were allowed to change their initial classification as a result of the annotation process. | 37,374 |
our that hybrid capture Finally, temporal show indeed theories automata. basic formally action we | Finally, we formally show that our temporal basic action theories indeed capture hybrid automata. | 37,375 |
measurements to vehicles accomplish assignments. suitable eNodeBs them from utilize subchannel and such request | eNodeBs request such measurements from vehicles and utilize them to accomplish suitable subchannel assignments. | 37,376 |
proposed algorithms. greedy SPS Furthermore, the compared pseudo-random algorithm is against and | Furthermore, the proposed algorithm is compared against pseudo-random and greedy SPS algorithms. | 37,377 |
applications. health monitoring can be personal for The proposed useful method | The proposed method can be useful for personal health monitoring applications. | 37,378 |
useful and detection correlation objects provide the between for information However, may segmentation. | However, the correlation between objects may provide useful information for detection and segmentation. | 37,379 |
the publicly is open The analysis code source used available. and for | The source code used for the analysis is open and publicly available. | 37,380 |
and learning machine in computer Intelligent research active techniques. an field currently video-surveillance is vision | Intelligent video-surveillance is currently an active research field in computer vision and machine learning techniques. | 37,381 |
provides investigators. tools surveillance for It video and forensic useful operators | It provides useful tools for surveillance operators and forensic video investigators. | 37,382 |
one these is among (PReID) Person re-identification tools. | Person re-identification (PReID) is one among these tools. | 37,383 |
many proposed To of have the PReID. aim, increase to been this techniques performance | To this aim, many techniques have been proposed to increase the performance of PReID. | 37,384 |
models being we for Therefore, DNN this summarized task. used state-of-the-art | Therefore, we summarized state-of-the-art DNN models being used for this task. | 37,385 |
to ranking groups: Previous methods sliding two grouping. divided actionness score and window can be | Previous methods can be divided to two groups: sliding window ranking and actionness score grouping. | 37,386 |
learning. accurately semantic landmarks using detect SegNet, segmentation on facial We which based deep performs | We detect facial landmarks accurately using SegNet, which performs semantic segmentation based on deep learning. | 37,387 |
are point tracker. of the points KLT landmarks detected Edge using tracked | Edge points of detected landmarks are tracked using the KLT point tracker. | 37,388 |
of its problem. In tracker spite point loss suffers the from KLT popularity, the point | In spite of its popularity, the KLT point tracker suffers from the point loss problem. | 37,389 |
calculate solve executing of periodically problem We this by facial SegNet shape to landmarks. the | We solve this problem by executing SegNet periodically to calculate the shape of facial landmarks. | 37,390 |
any pair <subject-predicate-object> of visual localized Recognizing objects relationships understanding. is pivotal among image for | Recognizing visual relationships <subject-predicate-object> among any pair of localized objects is pivotal for image understanding. | 37,391 |
an In perspective investigate work, orthogonal feature this we interactions. on based | In this work, we investigate an orthogonal perspective based on feature interactions. | 37,392 |
measurement results Currently, in physical record their patients data of a and notebook. | Currently, patients record their results and data of measurement in a physical notebook. | 37,393 |
be could that those all applications, it In likely functionals misspecified. is | In applications, it is likely that those functionals could all be misspecified. | 37,394 |
estimator not but efficient. consistent Consequently or inconsistent could be their | Consequently their estimator could be inconsistent or consistent but not efficient. | 37,395 |
problems and uncertainty methods on inference (UQ). efficient for quantification effective highly rely inverse Bayesian | Bayesian inverse problems highly rely on efficient and effective inference methods for uncertainty quantification (UQ). | 37,396 |
algorithms, are models. MCMC under on spaces, physical robust directly Infinite-dimensional function defined of refinement | Infinite-dimensional MCMC algorithms, directly defined on function spaces, are robust under refinement of physical models. | 37,397 |
required However, are in geometric high the obtain expensive usually quantities dimensions. to | However, the required geometric quantities are usually expensive to obtain in high dimensions. | 37,398 |
measurement of response. Specifically, is evaluate filter the designed quality an to effective function | Specifically, an effective measurement function is designed to evaluate the quality of filter response. | 37,399 |
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