text stringlengths 27 153 | label stringlengths 27 153 | id int64 0 40k |
|---|---|---|
and network that synCTs allows sampling multiple This their representation. share segmentations of | This allows sampling of multiple segmentations and synCTs that share their network representation. | 36,500 |
for networks multi-focus fusion. Convolutional used been image neural have recently | Convolutional neural networks have recently been used for multi-focus image fusion. | 36,501 |
vector popular recognition spaces a strategy pattern Embedding very data methods. into of is | Embedding data into vector spaces is a very popular strategy of pattern recognition methods. | 36,502 |
ambiguous. distances metrics When embeddings are between quantized, performance become | When distances between embeddings are quantized, performance metrics become ambiguous. | 36,503 |
systems. a it measurable state-of-the-art that have demonstrate in can empirical data in effect We | We demonstrate that it can have a measurable effect in empirical data in state-of-the-art systems. | 36,504 |
this model, of Point-of-care at roles. systems, two important the play heart | Point-of-care systems, at the heart of this model, play two important roles. | 36,505 |
will the be of assessing progression such used they Second, therapies. for | Second, they will be used for assessing the progression of such therapies. | 36,506 |
deconvolution local detection. present alternate We to as an approach maxima | We present deconvolution as an alternate approach to local maxima detection. | 36,507 |
a are filter truth artifical points generate convolved The ground with to labels. mapping | The ground truth points are convolved with a mapping filter to generate artifical labels. | 36,508 |
CNN cell generate is detection. of then deconvolved as the to Output trained points | Output of the trained CNN is then deconvolved to generate points as cell detection. | 36,509 |
directions for these rewards. we leveraging further discuss Finally, intrinsic between the future interplay two | Finally, we discuss future directions for further leveraging the interplay between these two intrinsic rewards. | 36,510 |
are methods surgical for achieve To workflow analysis crucial. this, | To achieve this, methods for surgical workflow analysis are crucial. | 36,511 |
video-based the performance best convolutional for Currently, networks tasks. workflow analysis neural provide | Currently, convolutional neural networks provide the best performance for video-based workflow analysis tasks. | 36,512 |
data annotated For of such networks, training necessary. large amounts are | For training such networks, large amounts of annotated data are necessary. | 36,513 |
always a feasible. and time-consuming, not costly, of amount is collecting sufficient often However, data | However, collecting a sufficient amount of data is often costly, time-consuming, and not always feasible. | 36,514 |
one system simulating conditioned consists particle path. particle step of a on Each Gibbs | Each Gibbs step consists of simulating a particle system conditioned on one particle path. | 36,515 |
Monte to method create the system. conditional a Sequential (cSMC) relies It particle on Carlo | It relies on a conditional Sequential Monte Carlo (cSMC) method to create the particle system. | 36,516 |
can a This get used uniform result. ergodicity to be | This can be used to get a uniform ergodicity result. | 36,517 |
continuum. modelling cell either typically macro-scale, are to two There discrete micro-scale, or approaches migration: | There are typically two approaches to modelling cell migration: either micro-scale, discrete or macro-scale, continuum. | 36,518 |
mathematical have Deterministic advantage to generally analysis. they more models are the amenable that | Deterministic models have the advantage that they are generally more amenable to mathematical analysis. | 36,519 |
phenomenological predictive their models power. often specified which Deterministic on are basis, reduces a | Deterministic models are often specified on a phenomenological basis, which reduces their predictive power. | 36,520 |
continuum ABMs over deterministic Stochastic advantages have their counterparts. | Stochastic ABMs have advantages over their deterministic continuum counterparts. | 36,521 |
actions. This the procedures allows consisting multiple of of derivation | This allows the derivation of procedures consisting of multiple actions. | 36,522 |
Tomography (PET) Positron as functional from perfusion and metabolism. such Images Emission deliver data | Images from Positron Emission Tomography (PET) deliver functional data such as perfusion and metabolism. | 36,523 |
Imaging structures. hand, Resonance (MRI) provide from Magnetic the information other On describing anatomical images | On the other hand, images from Magnetic Resonance Imaging (MRI) provide information describing anatomical structures. | 36,524 |
Fusing is from two the helpful in complementary the information oncology. modalities | Fusing the complementary information from the two modalities is helpful in oncology. | 36,525 |
hierarchical A two-stage approach proposed. is registration | A two-stage hierarchical registration approach is proposed. | 36,526 |
global a is applied. registration affine First, | First, a global affine registration is applied. | 36,527 |
optimization. as function Mutual used metric the for information is | Mutual information is used as metric function for the optimization. | 36,528 |
stages. in is both A used approach multi-resolution | A multi-resolution approach is used in both stages. | 36,529 |
in world. our is repetition Visual ubiquitous | Visual repetition is ubiquitous in our world. | 36,530 |
continuities temporal field's three addition, dynamics. from the motion temporal emerge In | In addition, three temporal motion continuities emerge from the field's temporal dynamics. | 36,531 |
repetitive filters dynamics. the estimate We wavelet motion with to maps temporally convolve | We temporally convolve the motion maps with wavelet filters to estimate repetitive dynamics. | 36,532 |
rotor resulted targeting in termination. Ablation sites arrhythmia has | Ablation targeting rotor sites has resulted in arrhythmia termination. | 36,533 |
to However rotors leading are not abundance at clear. mechanisms locations the of these | However the mechanisms leading to abundance of rotors at these locations are not clear. | 36,534 |
with change from This monomorphic ventricular process coalesces tachycardia. to polymorphic a | This process coalesces with a change from polymorphic to monomorphic ventricular tachycardia. | 36,535 |
estimation. proposed approach on for available datasets Our pose is evaluated publicly several | Our proposed approach is evaluated on several publicly available datasets for pose estimation. | 36,536 |
classification model and semi-supervised on our settings. unsupervised in localization We and also evaluated | We also evaluated our model on classification and localization in unsupervised and semi-supervised settings. | 36,537 |
retrieval because tasks techniques hashing retrieval of their gained large-scale speed. Recently, have importance in | Recently, hashing techniques have gained importance in large-scale retrieval tasks because of their retrieval speed. | 36,538 |
data cross-view existing paired. frameworks assume the Most are well of that | Most of the existing cross-view frameworks assume that data are well paired. | 36,539 |
situation in applications. is However, fully-paired not universal real multiview the | However, the fully-paired multiview situation is not universal in real applications. | 36,540 |
detection under presence missing robustness annotations. of object the study of the We | We study the robustness of object detection under the presence of missing annotations. | 36,541 |
detailed for this We explanation provide result. a | We provide a detailed explanation for this result. | 36,542 |
a re-weights gradients instances. of function the overlap positive RoIs Sampling with of Soft as | Soft Sampling re-weights the gradients of RoIs as a function of overlap with positive instances. | 36,543 |
HexaLab by simply opening used can be www.hexalab.net. | HexaLab can be used by simply opening www.hexalab.net. | 36,544 |
tool both visualization targets scholars. users and Our | Our visualization tool targets both users and scholars. | 36,545 |
inspection support of variety end, we this visualization and a To wide volume tools. | To this end, we support a wide variety of visualization and volume inspection tools. | 36,546 |
People sensing issues one hottest applications. counting of in is the | People counting is one of the hottest issues in sensing applications. | 36,547 |
occlusion shading network. and calculation encoded in automatically the Spatial are | Spatial occlusion and shading calculation are automatically encoded in the network. | 36,548 |
feature used perturbation this chain assess be may robustness. to Thus, | Thus, this perturbation chain may be used to assess feature robustness. | 36,549 |
heart the lies tracking. of Model at update object | Model update lies at the heart of object tracking. | 36,550 |
training CNNs However, requires annotated image data. | However, training CNNs requires annotated image data. | 36,551 |
emphysema of CT We scans. consider in chest the assessing extent task | We consider the task of assessing emphysema extent in chest CT scans. | 36,552 |
how our CAPTCHAs. these are system towards work provided well defeating showing Results | Results are provided showing how our system work well towards defeating these CAPTCHAs. | 36,553 |
continuously systems physical interact complex the robotic dynamical systems with The in world. | The robotic systems continuously interact with complex dynamical systems in the physical world. | 36,554 |
classification. algorithms on discovery poorly Unfortunately, fully-automated score this state-of-the-art even the | Unfortunately, even the state-of-the-art fully-automated discovery algorithms score poorly on this classification. | 36,555 |
at aims work addressing This points. two those | This work aims at addressing those two points. | 36,556 |
the first identifies approach of GBM. two-stage presence A | A two-stage approach first identifies the presence of GBM. | 36,557 |
slice. each "abnormal" in localization MR is followed GBM a This by | This is followed by a GBM localization in each "abnormal" MR slice. | 36,558 |
viz. As two system, of architectures CADe part the CNN | As part of the CADe system, two CNN architectures viz. | 36,559 |
Detection (C-CNN) and are CNN Classification employed. CNN (D-CNN) | Classification CNN (C-CNN) and Detection CNN (D-CNN) are employed. | 36,560 |
of surgery assessment surgical efficient for Recognition training. and is surgical crucial gesture skill | Recognition of surgical gesture is crucial for surgical skill assessment and efficient surgery training. | 36,561 |
usually current segment-level from Most edit the therefore over-segmentation of scores. low approaches suffer and | Most of the current approaches usually suffer from over-segmentation and therefore low segment-level edit scores. | 36,562 |
deep from a learning features with trained intelligent using hierarchical is agent reinforcement model. An | An intelligent agent is trained using reinforcement learning with hierarchical features from a deep model. | 36,563 |
consistency and mechanism Temporal action into design over-segmentation reduce errors. reward our integrated is to | Temporal consistency is integrated into our action design and reward mechanism to reduce over-segmentation errors. | 36,564 |
approaches of Unfortunately, existing problem. from the same majority suffers the | Unfortunately, the majority of existing approaches suffers from the same problem. | 36,565 |
CNNs I present use In i.e. this of another paper | In this paper I present another use of CNNs i.e. | 36,566 |
and detectors on light perception. integral cars Traffic for autonomous scene sign are road | Traffic light and sign detectors on autonomous cars are integral for road scene perception. | 36,567 |
region boxes, proposed method of or bounding notion has sliding no windows. proposals, The | The proposed method has no notion of bounding boxes, region proposals, or sliding windows. | 36,568 |
object detectors fine-tuned and We methods state-of-the-art tracking. outperform for pupil generic | We outperform state-of-the-art generic object detectors and methods fine-tuned for pupil tracking. | 36,569 |
This paper EH-powered some theoretical CPS architecture the problems. discusses and | This paper discusses the EH-powered CPS architecture and some theoretical problems. | 36,570 |
partially EH EH-powered and fully addressed. (e.g., CPSs Different for models EH-powered) are | Different EH models for CPSs (e.g., fully EH-powered and partially EH-powered) are addressed. | 36,571 |
directions discussed research in the Future are end. briefly | Future research directions are briefly discussed in the end. | 36,572 |
not However, representations. do most deep networks feature such enforce | However, most deep networks do not enforce such feature representations. | 36,573 |
important it not is per In the is candidate. performance context, this what | In this context, it is not important what is the performance per candidate. | 36,574 |
Instead objective. group per the the ultimate performance is | Instead the performance per group is the ultimate objective. | 36,575 |
millions algorithm of was handle hundreds of The to designed examples. efficiently | The algorithm was designed to efficiently handle hundreds of millions of examples. | 36,576 |
the being automatic capture is virtual environment is screen Concurrently, executed while explored. | Concurrently, automatic screen capture is executed while the virtual environment is being explored. | 36,577 |
We self-supervised using spatio-temporal between frames for signals action present recognition. a video approach | We present a self-supervised approach using spatio-temporal signals between video frames for action recognition. | 36,578 |
tangle architecture to A temporal is and spatial representation two-stream learning. leveraged | A two-stream architecture is leveraged to tangle spatial and temporal representation learning. | 36,579 |
is as verification Our and a task formulated tasks. both sequence spatio-temporal alignment | Our task is formulated as both a sequence verification and spatio-temporal alignment tasks. | 36,580 |
The action weights self-supervised validated is on the effectiveness pre-trained task. recognition | The self-supervised pre-trained weights effectiveness is validated on the action recognition task. | 36,581 |
are to and still validity boost required. investigations Further generalize performance | Further investigations to boost performance and generalize validity are still required. | 36,582 |
MRIs of plausibility this gate we In the for paper, using diagnosing PD. automatically investi- | In this paper, we investi- gate the plausibility of using MRIs for automatically diagnosing PD. | 36,583 |
the FreeSurfer is second and library the used steps. for first The | The FreeSurfer library is used for the first and the second steps. | 36,584 |
evaluate method. set used proposed to Markers data the Progression Parkinsons is The (PPMI) Initiative | The Parkinsons Progression Markers Initiative (PPMI) data set is used to evaluate the proposed method. | 36,585 |
system be The proposed the in of PD. prove promising diagnosis assisting to | The proposed system prove to be promising in assisting the diagnosis of PD. | 36,586 |
in prerequisites appropriate provided the mathematical are The appendices. | The appropriate mathematical prerequisites are provided in the appendices. | 36,587 |
as used (SMO). Spectral Sequential features Optimization input features have for based Minimal been | Spectral based features have been used as input features for Sequential Minimal Optimization (SMO). | 36,588 |
segmentation tasks. Random image medical forests (RF) successfully applied many have to been | Random forests (RF) have been successfully applied to many medical image segmentation tasks. | 36,589 |
pixels. contextual pixel-wise However, relationships the outputs ignores between classifier label RF of individual | However, the pixel-wise RF classifier ignores contextual relationships between label outputs of individual pixels. | 36,590 |
transformation explore using as ITN. effect representations different regression of outputs We the of | We explore the effect of using different transformation representations as regression outputs of ITN. | 36,591 |
complete to are manipulation Also, subtle most involved there actions. object of movements | Also, there are subtle movements involved to complete most of object manipulation actions. | 36,592 |
determine to i.e. graph the p-Lapalcian fitting is difficult it However, | However, it is difficult to determine the fitting graph p-Lapalcian i.e. | 36,593 |
parameter performance the is graph factor the critical a which p-Laplacian. for of | the parameter which is a critical factor for the performance of graph p-Laplacian. | 36,594 |
on the conduct then, graph. learning And framework semi-supervised fused we | And then, we conduct semi-supervised learning framework on the fused graph. | 36,595 |
the data and set Extensive efficiency UC-Merced proposed demonstrate the experiments method. on of effectiveness | Extensive experiments on UC-Merced data set demonstrate the effectiveness and efficiency of the proposed method. | 36,596 |
available new, on In text/video a to we large-scale datasets, dataset. publicly introduce testing addition | In addition to testing on publicly available datasets, we introduce a new, large-scale text/video dataset. | 36,597 |
(FPS) First-Person in the game. We the of Shooter technique test context a | We test the technique in the context of a First-Person Shooter (FPS) game. | 36,598 |
closed is scene images, once, to allowing such geometries. recover at With seen all | With such images, all scene is seen at once, allowing to recover closed geometries. | 36,599 |
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