text stringlengths 27 153 | label stringlengths 27 153 | id int64 0 40k |
|---|---|---|
segmentation framework, can other. the sufficiently and each detection boost In proposed | In the proposed framework, detection and segmentation can sufficiently boost each other. | 39,600 |
introduced costs extra stage. test the at are no computational Therefore, | Therefore, no extra computational costs are introduced at the test stage. | 39,601 |
way we this confidence approachin paper, In an matching. unsupervised stereo inference in present | In this paper, we present confidence inference approachin an unsupervised way in stereo matching. | 39,602 |
(DNNs) state-of-the-art recently achieving been Deep Networks Neu-ral performance. have | Deep Neu-ral Networks (DNNs) have recently been achieving state-of-the-art performance. | 39,603 |
dense Weshow the confidence is with identical that newly assumption introduced relaxed. map,the | Weshow that with the newly introduced dense confidence map,the identical assumption is relaxed. | 39,604 |
featureless network In pixels (e.g.,noisy occlusions, regions) andfocusonhigh-confidence pixels. learns toattenuatelow-confidence input, practice,the | In practice,the network learns toattenuatelow-confidence pixels (e.g.,noisy input, occlusions, featureless regions) andfocusonhigh-confidence pixels. | 39,605 |
trees (e.g. handle The of various can types package | The package can handle trees of various types (e.g. | 39,606 |
to world. the The in the Knowledge uses (KG) facts graph the triples real describe | The Knowledge graph (KG) uses the triples to describe the facts in the real world. | 39,607 |
widely in applications. analysis has been used It and intelligent | It has been widely used in intelligent analysis and applications. | 39,608 |
possible However, noises in are the constructing. inevitably conflicts introduced of process and | However, possible noises and conflicts are inevitably introduced in the process of constructing. | 39,609 |
is neural a crisscrossing network model structure. The | The model is a crisscrossing neural network structure. | 39,610 |
pillars the computing. Deformable one of biomedical registration image of been has | Deformable registration has been one of the pillars of biomedical image computing. | 39,611 |
using machines structured is support learned vector (LSSVM). This latent combination | This combination is learned using latent structured support vector machines (LSSVM). | 39,612 |
the purpose, we the univocal problem, exploit that matching of i.e. To nature | To that purpose, we exploit the univocal nature of the matching problem, i.e. | 39,613 |
all. or must at a corresponded observation feature with corresponded not single be every | every observation must be corresponded with a single feature or not corresponded at all. | 39,614 |
circles tangent use filling idea first for surrounded the and Afterwards, we our circle. | Afterwards, we use our first idea for filling the tangent circles and surrounded circle. | 39,615 |
propose a deal unified nonlinear simple measurements. to framework with we Here and | Here we propose a simple and unified framework to deal with nonlinear measurements. | 39,616 |
In introduce in R written alphastable. the language we called this paper, package a | In this paper, we introduce a package written in the R language called alphastable. | 39,617 |
results are Further, extensive simulation the considerations NR behind to design. the presented PUCCH explain | Further, extensive simulation results are presented to explain the considerations behind the NR PUCCH design. | 39,618 |
scalable techniques. localization to use An efficient retrieval to and visual approach is image | An efficient and scalable approach to visual localization is to use image retrieval techniques. | 39,619 |
drastically e.g. different image illumination However, across conditions, retrieval | However, image retrieval across drastically different illumination conditions, e.g. | 39,620 |
many achieved models person in Recently, benchmarks. deep re-identification success learning-based great have | Recently, deep learning-based person re-identification models have achieved great success in many benchmarks. | 39,621 |
To be randomly rectangles use pedestrian to images. block we occlude specific, | To be specific, we use block rectangles to randomly occlude pedestrian images. | 39,622 |
use train model. Finally, we baseline augmented the datasets to | Finally, we use the augmented datasets to train baseline model. | 39,623 |
structured-light-based depth indoor sensors For (e.g. scenes, | For indoor scenes, structured-light-based depth sensors (e.g. | 39,624 |
are short-range, depth albeit provide maps. dense, able Kinect) to | Kinect) are able to provide dense, albeit short-range, depth maps. | 39,625 |
captured various camera aspects investigate. to have images The | The camera captured images have various aspects to investigate. | 39,626 |
depends of the emphasis on interesting the research regions. Generally, | Generally, the emphasis of research depends on the interesting regions. | 39,627 |
focus detection be object or could Sometimes color text scene analysis. on the segmentation, | Sometimes the focus could be on color segmentation, object detection or scene text analysis. | 39,628 |
always from associated machines learning the to provided samples. properties learn The | The learning machines always learn from the properties associated to provided samples. | 39,629 |
in results images. on provided text analysis The reasonable convolutional non-cursive approach natural appeared | The convolutional approach provided reasonable results on non-cursive text analysis appeared in natural images. | 39,630 |
empirically kernels. various selected through process image pyramid Each | Each pyramid image process through various empirically selected kernels. | 39,631 |
between We maps the manipulating and of tasks consider analyzing shapes. representing, | We consider the tasks of representing, analyzing and manipulating maps between shapes. | 39,632 |
in end-to-end We model a use image compression. entropy propose for optimized context-adaptive | We propose a context-adaptive entropy model for use in end-to-end optimized image compression. | 39,633 |
The are independent DL. language and results our any of specific | The language and our results are independent of any specific DL. | 39,634 |
of some open and discuss that we state also to be interest. believe We problems | We also state and discuss some open problems that we believe to be of interest. | 39,635 |
neural diverse in (SP) signal applications networks found processing problems. (DNNs) Deep have | Deep neural networks (DNNs) have found applications in diverse signal processing (SP) problems. | 39,636 |
problem. on The (ATR) radar a automatic hybrid-NN is target proposed tested recognition | The proposed hybrid-NN is tested on a radar automatic target recognition (ATR) problem. | 39,637 |
proposed human deep-learning based Conclusion: method outperformed experts. The three CADx | Conclusion: The proposed deep-learning based CADx method outperformed three human experts. | 39,638 |
boundary Meanwhile, proposed is extraction to another generate branch features. information boundary | Meanwhile, another boundary information extraction branch is proposed to generate boundary features. | 39,639 |
our verify results. that framework achieves large-scale on and benchmarks state-of-the-art Experiments four analysis new | Experiments and analysis on four large-scale benchmarks verify that our framework achieves new state-of-the-art results. | 39,640 |
arrays frequencies. antenna millimeter-wave the (mmWave) at This work demonstrates of operating sensitivity lens | This work demonstrates the sensitivity of lens antenna arrays operating at millimeter-wave (mmWave) frequencies. | 39,641 |
and ill-posed inversion problem. a is typical inverse Waveform non-linear | Waveform inversion is a typical non-linear and ill-posed inverse problem. | 39,642 |
years, solve In waveform recent way promising methods data-driven inversion become problem. the to a | In recent years, data-driven methods become a promising way to solve the waveform inversion problem. | 39,643 |
suffer frameworks deep over-fitting and most from issue. learning generalization However, | However, most deep learning frameworks suffer from generalization and over-fitting issue. | 39,644 |
issue. We on strategy a alleviate generalization learning to transfer the based develop VelocityGAN further | We further develop a transfer learning strategy based on VelocityGAN to alleviate the generalization issue. | 39,645 |
to uncertainty scores way efficient We propose an output better calibrated from neural networks. | We propose an efficient way to output better calibrated uncertainty scores from neural networks. | 39,646 |
increase fused performance. be information can segmentation The to harnessed | The fused information can be harnessed to increase segmentation performance. | 39,647 |
for schemes classification. simultaneous propose fracture analyze and localization thoroughly Therefore, several we and | Therefore, we propose and thoroughly analyze several schemes for simultaneous fracture localization and classification. | 39,648 |
localization auxiliary We general, performance. task, an improves in show the that using classification | We show that using an auxiliary localization task, in general, improves the classification performance. | 39,649 |
make plan and We available. dataset code both to the | We plan to make both the dataset and code available. | 39,650 |
networks. distribution the of angular stone grids represent Electric | Electric grids represent the angular stone of distribution networks. | 39,651 |
real meant recognition systems are to world. Visual in the work | Visual recognition systems are meant to work in the real world. | 39,652 |
this i.e. deals realistic Within generalization, context, very domain scenario with a | Within this context, a very realistic scenario deals with domain generalization, i.e. | 39,653 |
neighboring consider The distribution pattern. the social interaction and their metrics both | The social metrics consider both the neighboring distribution and their interaction pattern. | 39,654 |
independently. Traditionally, two tackled been tasks the have | Traditionally, the two tasks have been tackled independently. | 39,655 |
is randomly varying eventually on lighting conditions based multi-shot strategy A discussed. | A multi-shot strategy based on randomly varying lighting conditions is eventually discussed. | 39,656 |
Our major steps. of approach consists two | Our approach consists of two major steps. | 39,657 |
for results. to supplementary Please the materials all refer | Please refer to the supplementary materials for all results. | 39,658 |
to features. Specifically, deep adaptive we convolutional the new a exploit learned layer propose | Specifically, we propose a new adaptive convolutional layer to exploit the learned deep features. | 39,659 |
independent each other overall are of the and These choices performance. impact substantially not | These choices are not independent of each other and substantially impact the overall performance. | 39,660 |
also follows are of datasets predictors misleading. It inherently that different comparisons using | It also follows that comparisons of predictors using different datasets are inherently misleading. | 39,661 |
only such prevails in imaging. as fields astronomical noise traditionally specific Poisson | Poisson noise traditionally prevails only in specific fields such as astronomical imaging. | 39,662 |
deconvolutional connections. The with and architecture along convolutional hybrid layers symmetric a incorporates of | The architecture incorporates a hybrid of convolutional and deconvolutional layers along with symmetric connections. | 39,663 |
of based SR highly performance depends on representation coeffcients. reconstruction, learned however, The learning | The performance of learning based SR reconstruction, however, highly depends on learned representation coeffcients. | 39,664 |
makes localize position the of to best guess rough Instead, a iris. it the | Instead, it makes a best guess to localize the rough position of the iris. | 39,665 |
of to are verify benchmark researchers their Lots for algorithms. released datasets | Lots of benchmark datasets are released for researchers to verify their algorithms. | 39,666 |
segmentation many Semantic studied been has years. for | Semantic segmentation has been studied for many years. | 39,667 |
has a made Since (DNN), tremendous the of Network Deep Neural segmentation progress. emergence | Since the emergence of Deep Neural Network (DNN), segmentation has made a tremendous progress. | 39,668 |
is area a conclusion drawn. Finally, this in | Finally, a conclusion in this area is drawn. | 39,669 |
process often information their ability sources. observers are in simultaneous However, human to limited | However, human observers are often limited in their ability to process simultaneous information sources. | 39,670 |
tracking-by-detection Convolutional Neural the receives framework integration the The Networks growing attentions through with (CNNs). | The tracking-by-detection framework receives growing attentions through the integration with the Convolutional Neural Networks (CNNs). | 39,671 |
variations. objects track based appearance Existing fail with severe tracking-by-detection to methods, however, | Existing tracking-by-detection based methods, however, fail to track objects with severe appearance variations. | 39,672 |
assigned as which are the non-orthogonal In sequences signatures. their with CDMA, serve users non-orthogonal | In non-orthogonal CDMA, the users are assigned with non-orthogonal sequences which serve as their signatures. | 39,673 |
propose point paper, edge and clouds. this novel unorganized for algorithms detection In corner we | In this paper, we propose novel edge and corner detection algorithms for unorganized point clouds. | 39,674 |
various Ras present of superfamily. tokens revealed on GTPases protein the Application in token | Application of protein token on Ras GTPases revealed various tokens present in the superfamily. | 39,675 |
to cloud systems image patches morphological and separable This magnitudes boundaries. gradient integrates method | This method integrates morphological image gradient magnitudes to separable cloud systems and patches boundaries. | 39,676 |
flexible is extendable to imagery. single- method from The proposed and multi-spectral | The proposed method is flexible and extendable from single- to multi-spectral imagery. | 39,677 |
vehicles unmanned system. of considered is and as distributed A manned a mixed aerial group | A mixed group of manned and unmanned aerial vehicles is considered as a distributed system. | 39,678 |
of A be the fulfilled lattice which it. by to may matches system tasks | A lattice of tasks which may be fulfilled by the system matches to it. | 39,679 |
external operations. defined multiplication which defines the linear is operation An correspondingly logic at lattice, | An external multiplication operation is defined at the lattice, which defines correspondingly linear logic operations. | 39,680 |
mainly the purpose Thus, system choice the consequence. is | Thus, the choice is mainly the system purpose consequence. | 39,681 |
resources. as Microgrids, islandable viable of energy power as considered small-scale are promotors renewable systems, | Microgrids, as small-scale islandable power systems, are considered as viable promotors of renewable energy resources. | 39,682 |
how limit by a on microgrid. be there hosted is PV However, much a can | However, there is a limit on how much PV can be hosted by a microgrid. | 39,683 |
introduced impacts, potential capacity avoid hosting of the negative concept used. is such and To | To avoid such potential negative impacts, the concept of hosting capacity is introduced and used. | 39,684 |
based primarily analyses. steadystate are Hosting studies done capacity on | Hosting capacity studies are primarily done based on steadystate analyses. | 39,685 |
result, An exhibits good commonly a EM set over-complete i.e. unmixing | An over-complete EM set commonly exhibits a good unmixing result, i.e. | 39,686 |
are the reliable. unmixed abundances values less | the unmixed abundances values are less reliable. | 39,687 |
greedy condition set scheme i.e. the Our number, EM reduction improves reducing by the | Our greedy reduction scheme improves the EM set by reducing the condition number, i.e. | 39,688 |
possible. the while set's stability, as keeping error low reconstruction the enhancing as | enhancing the set's stability, while keeping the reconstruction error as low as possible. | 39,689 |
size. The optimal set hint sequence the its set EM resulting gives and to | The resulting set sequence gives hint to the optimal EM set and its size. | 39,690 |
allows periods. time of infectious for short high probability and unrealistically exposed This a | This allows for a high probability of unrealistically short exposed and infectious time periods. | 39,691 |
effectively can its improve energy utilization. The RBC adaptive (ARBC) | The adaptive RBC (ARBC) can effectively improve its energy utilization. | 39,692 |
DeepGlobe This to Challenge. contribution presents Detection Building our paper the | This paper presents our contribution to the DeepGlobe Building Detection Challenge. | 39,693 |
enhancement next made the should to buildings separation of be adjacent The solution. the | The separation of adjacent buildings should be the next enhancement made to the solution. | 39,694 |
these beyond fully a We by unsupervised go proposing approaches strategy. | We go beyond these approaches by proposing a fully unsupervised strategy. | 39,695 |
principal the two subtasks. tackle problem We challenging splitting into by scenario this | We tackle this challenging scenario by splitting the problem into two principal subtasks. | 39,696 |
algorithm The Results: proposed OCT successfully denoised single-frame unseen B-scans. | Results: The proposed algorithm successfully denoised unseen single-frame OCT B-scans. | 39,697 |
data. histopathology amounts require labeled of large CNNs However, | However, CNNs require large amounts of labeled histopathology data. | 39,698 |
order regression This compared models. consistency adversarial framework conventional enforces higher to when CNN | This adversarial regression framework enforces higher order consistency when compared to conventional CNN models. | 39,699 |
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