text stringlengths 27 153 | label stringlengths 27 153 | id int64 0 40k |
|---|---|---|
leading the cancer in several is the cancer-related years. past of Lung deaths cause | Lung cancer is the leading cause of cancer-related deaths in the past several years. | 36,600 |
automated networks (CNNs). in neural deep classification State-of-the-art approaches nodule convolutional lung use | State-of-the-art approaches in automated lung nodule classification use deep convolutional neural networks (CNNs). | 36,601 |
number large samples a However, these training generalize well. of require to networks | However, these networks require a large number of training samples to generalize well. | 36,602 |
alternative investigates as an of use capsule (CapsNets) CNNs. networks This paper to the | This paper investigates the use of capsule networks (CapsNets) as an alternative to CNNs. | 36,603 |
significantly show training We CNNs that CapsNets when is the of outperforms small. samples number | We show that CapsNets significantly outperforms CNNs when the number of training samples is small. | 36,604 |
The real-world method validated problems. on several is proposed Radiomics | The proposed method is validated on several real-world Radiomics problems. | 36,605 |
Another is of GANs application e.g. image-to-image translations, | Another application of GANs is image-to-image translations, e.g. | 36,606 |
and We supervised evaluate model. a pure generator models; CycleGAN modification two a also of | We also evaluate two supervised models; a modification of CycleGAN and a pure generator model. | 36,607 |
there Therefore, the pressing arterial of is understand a to delamination. micromechanical need mechanisms | Therefore, there is a pressing need to understand the micromechanical mechanisms of arterial delamination. | 36,608 |
this (e.g. The failure of objective study investigate to mechanisms various was | The objective of this study was to investigate various failure mechanisms (e.g. | 36,609 |
of interfacial arterial for collagen responsible fibers) delamination. failure | failure of collagen fibers) responsible for arterial interfacial delamination. | 36,610 |
tests a scanning were microscope. performed tensile of the in electron on In-situ micro-tester fibers | In-situ tensile tests of fibers were performed on a micro-tester in the scanning electron microscope. | 36,611 |
elegant provides paper complete. of explicit proof algebraic matrix, that construction an the This making | This paper provides an elegant explicit construction of that matrix, making the algebraic proof complete. | 36,612 |
constructive thus proof in included is proposed being very The for textbooks. here algebraic suitable | The constructive algebraic proof proposed here is thus very suitable for being included in textbooks. | 36,613 |
more provides Therefore, preserving. HpLapR proposed to local potential the the structure exploiting | Therefore, the proposed HpLapR provides more potential to exploiting the local structure preserving. | 36,614 |
to We remote regression and recognition. image apply for the logistic HpLapR conduct implementations sensing | We apply HpLapR to logistic regression and conduct the implementations for remote sensing image recognition. | 36,615 |
HpLapR. experimental results the demonstrate of superiority The the proposed | The experimental results demonstrate the superiority of the proposed HpLapR. | 36,616 |
performance. correspondences challenge registration inaccurate However, the | However, inaccurate correspondences challenge the registration performance. | 36,617 |
estimate optimal correspondences minimize To for influence, PointNet. using their we weights | To minimize their influence, we estimate optimal weights for correspondences using PointNet. | 36,618 |
We the to minimize the criterion directly registration train error. with the network | We train the network directly with the criterion to minimize the registration error. | 36,619 |
for this method. justification We theoretical provide | We provide theoretical justification for this method. | 36,620 |
problem. is Object a detection solving to the by Tracking approach Tracking common Multiple | Tracking by detection is a common approach to solving the Multiple Object Tracking problem. | 36,621 |
approaches. evaluation, competitive online, real-time among achieves results especially in This method | This method achieves competitive results in evaluation, especially among online, real-time approaches. | 36,622 |
and feedbacks by Eco-evolutionary can formalisms. demographic coupling be modelled evolutionary readily | Eco-evolutionary feedbacks can be readily modelled by coupling demographic and evolutionary formalisms. | 36,623 |
avenues. of integrative future approaches suggest modelling overview We provide and an these | We provide an overview of these approaches and suggest future integrative modelling avenues. | 36,624 |
our 'Spatio-Temporal name novel Channel Correlation' (STC). We block | We name our novel block 'Spatio-Temporal Channel Correlation' (STC). | 36,625 |
acceptance as so degrees We accommodate for ADFs arguments. the to arbitrary generalize further | We further generalize ADFs so as to accommodate arbitrary acceptance degrees for the arguments. | 36,626 |
problems related complexity for We results present to weighted also ADFs. | We also present complexity results for problems related to weighted ADFs. | 36,627 |
can theorems. physics unique geometrical well Such interpreted that be using filtering understood possesses properties | Such filtering possesses unique geometrical properties that can be interpreted using well understood physics theorems. | 36,628 |
social involves Successful processes. and both cognitive explanation | Successful explanation involves both cognitive and social processes. | 36,629 |
this of neurons. to on process efforts the Current automate focus mainly segmentation | Current efforts to automate this process focus mainly on the segmentation of neurons. | 36,630 |
network and cross-validated SPHERE_RGBD trained available on a The + publicly is Inertial_calorie. dataset, | The network is trained and cross-validated on a publicly available dataset, SPHERE_RGBD + Inertial_calorie. | 36,631 |
achieve proposed was and shown to The optimization-based substantially method state-of-the-art results. outperform baselines | The proposed method was shown to substantially outperform optimization-based baselines and achieve state-of-the-art results. | 36,632 |
accuracy networks, wider and using deeper be rapidly. can improved By network | By using deeper and wider networks, network accuracy can be improved rapidly. | 36,633 |
set of attention. problem selecting received the The images of much has | The problem of selecting the set of images has received much attention. | 36,634 |
in they identification the walk on based (i.e. People video way | People identification in video based on the way they walk (i.e. | 36,635 |
relevant vision task is using computer gait) a a in non-invasive approach. | gait) is a relevant task in computer vision using a non-invasive approach. | 36,636 |
each at relay In this received is signal and forwarded. structure, demodulated | In this structure, received signal at each relay is demodulated and forwarded. | 36,637 |
are Bit system and (BER) Rate as Error performance Probability (P_out) criteria. investigated Outage | Bit Error Rate (BER) and Outage Probability (P_out) are investigated as system performance criteria. | 36,638 |
at atmospheric The proposed strong performance structure shows moderate and regimes. independent turbulence | The proposed structure shows independent performance at moderate and strong atmospheric turbulence regimes. | 36,639 |
the side protection DC One a multi-terminal against major faults. is of challenges in VSCHVDC | One of the major challenges in a multi-terminal VSCHVDC is protection against DC side faults. | 36,640 |
(DMR) Redundancy for is fault decision of scenario. Modular making Dual utilized technique a The | The Dual Modular Redundancy (DMR) technique is utilized for decision making of a fault scenario. | 36,641 |
dual other. result a when contradicts uses one system voting This the | This uses a dual voting system when one result contradicts the other. | 36,642 |
combined for change considered threshold breaker the operation. with directional Current is | Current threshold combined with directional change is considered for the breaker operation. | 36,643 |
proposed Mignotte has [M. a the model Mignotte. problem for non-convex | Mignotte has proposed a non-convex model for the problem [M. Mignotte. | 36,644 |
edge-histogram specification image for model energy-based problem. An the | An energy-based model for the image edge-histogram specification problem. | 36,645 |
Furthermore, constraints on we applications. additional include our model based in different | Furthermore, we include additional constraints in our model based on different applications. | 36,646 |
method decent Numerical given results are successfully produces efficiently. that our to illustrate results | Numerical results are given to illustrate that our method successfully produces decent results efficiently. | 36,647 |
for from virus Identifying downstream viral data metagenomic critical is sequences analyses. | Identifying viral sequences from metagenomic data is critical for downstream virus analyses. | 36,648 |
(e.g., information or tweets) eyewitnesses by posted of images disaster. a includes text Such | Such information includes text (e.g., tweets) or images posted by eyewitnesses of a disaster. | 36,649 |
use to images The of disaster damage limited. social assess is media | The use of social media images to assess disaster damage is limited. | 36,650 |
represented feature sets vectors (\emph{instances}). multiple by instance (\emph{bags}) objects (MIL), In are learning of | In multiple instance learning (MIL), objects are represented by sets (\emph{bags}) of feature vectors (\emph{instances}). | 36,651 |
datasets classifiers for Like classification, benchmark and available numerous for MIL. several are supervised | Like for supervised classification, several benchmark datasets and numerous classifiers are available for MIL. | 36,652 |
the what drawn be has kind for of results. implications This conclusions may from comparison | This has implications for what kind of conclusions may be drawn from the comparison results. | 36,653 |
very similar can that conceptually behave show datasets Our differently. results | Our results show that conceptually similar datasets can behave very differently. | 36,654 |
method can recover has and local Our details real-time performance. strand | Our method can recover local strand details and has real-time performance. | 36,655 |
our a synthetic of rendered large to train network. use set models We hair | We use a large set of rendered synthetic hair models to train our network. | 36,656 |
Fluid three principles: Strong (I) on is based Machine-Learning annotation aid. | Fluid annotation is based on three principles: (I) Strong Machine-Learning aid. | 36,657 |
edit model. also the are operations The by assisted | The edit operations are also assisted by the model. | 36,658 |
single image annotation Full in a (II) pass. | (II) Full image annotation in a single pass. | 36,659 |
We annotator to and choose order. in which what annotate empower to the | We empower the annotator to choose what to annotate and in which order. | 36,660 |
machine This on already the know, what enables does i.e. concentrating not | This enables concentrating on what the machine does not already know, i.e. | 36,661 |
made. putting human it the effort on errors only | putting human effort only on the errors it made. | 36,662 |
effectively. budget using helps the This annotation | This helps using the annotation budget effectively. | 36,663 |
extraction IVUS lumen arterial segmentation involves media. The namely, components of walls two and the | The IVUS segmentation involves the extraction of two arterial walls components namely, lumen and media. | 36,664 |
image interpretation. automatic preliminary towards is an segmentation Semantic important step medical | Semantic segmentation is an important preliminary step towards automatic medical image interpretation. | 36,665 |
previous results attention focused more values and This methods. in plausible than more visualisation | This results in more focused attention values and more plausible visualisation than previous methods. | 36,666 |
apply method tasks. different three to proposed We the | We apply the proposed method to three different tasks. | 36,667 |
local forming hypotheses. to image are tubular fit Regularly spaced templates data | Regularly spaced tubular templates are fit to image data forming local hypotheses. | 36,668 |
This track enables starting to single a seed trees from method point. our | This enables our method to track trees starting from a single seed point. | 36,669 |
on coronary chest extract trees to is data and Our evaluated arteries. method CT airway | Our method is evaluated on chest CT data to extract airway trees and coronary arteries. | 36,670 |
during greatly the "db stage, the regions" retrieval performance improved. this is called descriptors Using | Using this descriptors called "db regions" during the retrieval stage, the performance is greatly improved. | 36,671 |
may Like field empirical science, any axiomatically. approached be AI of | Like any field of empirical science, AI may be approached axiomatically. | 36,672 |
We human-level formulate AI system general-purpose, a in of terms postulates. for requirements | We formulate requirements for a general-purpose, human-level AI system in terms of postulates. | 36,673 |
research. learning deep relate advances theoretical in neuroscience to We also | We also relate deep learning to advances in theoretical neuroscience research. | 36,674 |
these state-of-the-art tasks. performance results demonstrate across all Our | Our results demonstrate state-of-the-art performance across all these tasks. | 36,675 |
We new clustering method propose a optimal transportation. based on | We propose a new clustering method based on optimal transportation. | 36,676 |
on focus learning vehicle works mainly and global metrics. distance Previous features Re-ID extracting on | Previous works on vehicle Re-ID mainly focus on extracting global features and learning distance metrics. | 36,677 |
on i.e., datasets, our two methods VehicleID. VeRi vehicle Re-ID evaluate and We large-scale | We evaluate our methods on two large-scale vehicle Re-ID datasets, i.e., VeRi and VehicleID. | 36,678 |
with performance comparison results promising recent show methods works. in achieve Experimental our | Experimental results show our methods achieve promising performance in comparison with recent works. | 36,679 |
complex functions. provide convolutional neural to more mapping Deeper networks capacity approximate | Deeper convolutional neural networks provide more capacity to approximate complex mapping functions. | 36,680 |
depth and increasing increases However, on complexity. difficulties model network imposes training | However, increasing network depth imposes difficulties on training and increases model complexity. | 36,681 |
SSIMLayer nonlinear not it and inherently hence, does transformations. require proposed is nonlinear The subsequent | The proposed SSIMLayer is inherently nonlinear and hence, it does not require subsequent nonlinear transformations. | 36,682 |
the robust To features, a integrate pre-trained kinship to face we face generator. model extract | To extract robust features, we integrate a pre-trained face model to the kinship face generator. | 36,683 |
transformation stable attain more we Lastly, a results. cycle-domain adapt to | Lastly, we adapt cycle-domain transformation to attain a more stable results. | 36,684 |
Wild conducted (FIW) Families are dataset. on Experiments the in | Experiments are conducted on Families in the Wild (FIW) dataset. | 36,685 |
are Particularly, important this three presented contributions throughout paper. | Particularly, three important contributions are presented throughout this paper. | 36,686 |
Personalized is and of the online task broadcasters. a crucial many video businesses for advertisement | Personalized advertisement is a crucial task for many of the online businesses and video broadcasters. | 36,687 |
registration require a transfer the or training Moreover, does not to keypoint an atlas phase. | Moreover, keypoint transfer does not require the registration to an atlas or a training phase. | 36,688 |
allows with Finally, for the the field-of-view. variable method highly segmentation of scans | Finally, the method allows for the segmentation of scans with highly variable field-of-view. | 36,689 |
epidemic allowed distinct of and us criticality processes. phases to identify This | This allowed us to identify criticality and distinct phases of epidemic processes. | 36,690 |
We classification. propose decision-tree approach also based a for | We also propose a decision-tree based approach for classification. | 36,691 |
samples where In training recognition, all image are cannot there cover many cases classes. target | In image recognition, there are many cases where training samples cannot cover all target classes. | 36,692 |
is top Non-invasive currently in or among testing NIPT obstetric the care. prenatal topic researched | Non-invasive prenatal testing or NIPT is currently among the top researched topic in obstetric care. | 36,693 |
testing Trisomy, Uninformative DNA, Cell-free sequencing, Keywords: Method, . result, Prenatal Next-generation | Keywords: Next-generation sequencing, Cell-free DNA, Uninformative result, Method, Trisomy, Prenatal testing . | 36,694 |
to the task. both proposal captioning generation dense generation and important Temporal caption are | Temporal proposal generation and caption generation are both important to the dense captioning task. | 36,695 |
Reduction approach friction heat efficiency. is proven and losses of the to a engine increase | Reduction of heat and friction losses is a proven approach to increase the engine efficiency. | 36,696 |
proposed feed like strategies, control forward compared. feedback or are controllers, Different and | Different control strategies, like feed forward or feedback controllers, are proposed and compared. | 36,697 |
detailed differences are modelling some However, between simplified there which worth are mentioning. significant and | However, there are some significant differences between simplified and detailed modelling which are worth mentioning. | 36,698 |
design cross-layer a Wide (LPWANs). networks Area is imperative Power Therefore, realize effectively to Low | Therefore, a cross-layer design is imperative to effectively realize Low Power Wide Area networks (LPWANs). | 36,699 |
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