text stringlengths 27 153 | label stringlengths 27 153 | id int64 0 40k |
|---|---|---|
the Extensive proposed datasets on demonstrate experiments real-world of effectiveness method. the various | Extensive experiments on various real-world datasets demonstrate the effectiveness of the proposed method. | 36,300 |
data meet a serious with model movie vision would difficulties. However, from learning | However, learning a vision model from movie data would meet with serious difficulties. | 36,301 |
from movies. In we explore learning vision alternative this an to approach models paper, | In this paper, we explore an alternative approach to learning vision models from movies. | 36,302 |
temporal module. of a we module framework and analysis consider visual comprised Specifically, a a | Specifically, we consider a framework comprised of a visual module and a temporal analysis module. | 36,303 |
proven data sensing promising The is compressed have methods that aggregation existing data for aggregation. | The existing data aggregation methods have proven that compressed sensing is promising for data aggregation. | 36,304 |
efficiency fidelity However, on-node they require or compromise computations. either and energy recovery on complex | However, they compromise either on energy efficiency or recovery fidelity and require complex on-node computations. | 36,305 |
sailing we can find through the prediction. berthing direction ship Additionally, and of | Additionally, we can find the berthing and sailing direction of ship through prediction. | 36,306 |
number addition, describe of propose In viewers' in behavior VR. to attentional a we metrics | In addition, we propose a number of metrics to describe viewers' attentional behavior in VR. | 36,307 |
brain a Lesion Resonance remains task. Magnetic detection in (MRI) challenging Images | Lesion detection in brain Magnetic Resonance Images (MRI) remains a challenging task. | 36,308 |
on annotated learning State-of-the-art large mostly datasets. making use of are based supervised approaches | State-of-the-art approaches are mostly based on supervised learning making use of large annotated datasets. | 36,309 |
provides a of learning. importance This to study MI the mechanism | This provides a mechanism to study the importance of MI learning. | 36,310 |
to are a synthesized classifier. The samples used train then | The synthesized samples are then used to train a classifier. | 36,311 |
Upon acceptance available. will made code be | Upon acceptance code will be made available. | 36,312 |
influenced that performance substrate way has antenna The the the of antenna. the | The way that the antenna substrate has influenced the performance of the antenna. | 36,313 |
of key component A fusion is image registration. MR-TRUS | A key component of MR-TRUS fusion is image registration. | 36,314 |
is a metric smooth order optimization. approach in to for used the Further, multi-pass | Further, a multi-pass approach is used in order to smooth the metric for optimization. | 36,315 |
large registration indicate that results range. the overall a capture has framework The | The results indicate that the overall registration framework has a large capture range. | 36,316 |
detect trained localize Finally, the and target types. to we a tissue model | Finally, we trained a model to detect and localize the target tissue types. | 36,317 |
than approximately convnets, the original descent. Like faster existing solves much ours gradient the problem | Like existing convnets, ours approximately solves the original problem much faster than the gradient descent. | 36,318 |
descent our can gradient network. and on-the-fly in These reported be modifications affect directly the | These modifications affect directly the gradient descent and can be reported on-the-fly in our network. | 36,319 |
stems These modifications unrolling gradient from as the descent. are possible architecture the proposed | These modifications are possible as the proposed architecture stems from unrolling the gradient descent. | 36,320 |
task hierarchy and approach reinforcement We new decomposition introduce formation hierarchical learning. in a to | We introduce a new approach to hierarchy formation and task decomposition in hierarchical reinforcement learning. | 36,321 |
of HAMs. The environment in changes leads internal action the this to hierarchy | The internal action in this environment leads to changes the hierarchy of HAMs. | 36,322 |
method. the Preliminary the experiments of prospects demonstrated | Preliminary experiments demonstrated the prospects of the method. | 36,323 |
anatomical of frameworks. as in Cytoarchitectonic brain references human multimodal parcellations the atlas serve | Cytoarchitectonic parcellations of the human brain serve as anatomical references in multimodal atlas frameworks. | 36,324 |
a results segmentations. these networks better Compared from fine-tuning to significantly in initialization, random | Compared to a random initialization, fine-tuning from these networks results in significantly better segmentations. | 36,325 |
work be Our into divided two contributions. can | Our work can be divided into two contributions. | 36,326 |
intricate machine. scene an a classification problem for is Acoustic | Acoustic scene classification is an intricate problem for a machine. | 36,327 |
convincing (CNN) Convolutional emerging research, of deep Networks achieve Neural field an As results. | As an emerging field of research, deep Convolutional Neural Networks (CNN) achieve convincing results. | 36,328 |
with loss. hearing treat neural which Cochlear to used implants patients are are prosthetics (CIs) | Cochlear implants (CIs) are neural prosthetics which are used to treat patients with hearing loss. | 36,329 |
programmed. CIs need to surgery, After be | After surgery, CIs need to be programmed. | 36,330 |
and apply suppression positive false shape-based We strategy a in a constraint. incorporate training | We incorporate a false positive suppression strategy in training and apply a shape-based constraint. | 36,331 |
and Mixture functions. OWA They both: generalize | They generalize both: OWA and Mixture functions. | 36,332 |
H, simple A a and provided in generalized example. special mixture applied operator, toy is | A special generalized mixture operator, H, is provided and applied in a simple toy example. | 36,333 |
depth Furthermore, this per-pixel novel depth. to a recover introduces dense parameterization work | Furthermore, this work introduces a novel depth parameterization to recover dense per-pixel depth. | 36,334 |
is also maps basis training. generator depth via end-to-end The learned | The basis depth maps generator is also learned via end-to-end training. | 36,335 |
whole system combines (i.e. nicely domain The knowledge | The whole system nicely combines domain knowledge (i.e. | 36,336 |
multi-view deep geometry learning (i.e. constraints) hard-coded and | hard-coded multi-view geometry constraints) and deep learning (i.e. | 36,337 |
learning depth address maps problem. challenging dense to basis feature SfM and learning) the | feature learning and basis depth maps learning) to address the challenging dense SfM problem. | 36,338 |
real of success the proposed prove method. Experiments data large scale on the | Experiments on large scale real data prove the success of the proposed method. | 36,339 |
method second video compared first magnification Eulerian based is to algorithms. motion order and Our | Our method is compared to first and second order motion based Eulerian video magnification algorithms. | 36,340 |
amounts distinct training of a training has when advantage also with data. Our approach limited | Our approach also has a distinct advantage when training with limited amounts of training data. | 36,341 |
achieved computer Neural field. success Convolutional vision Deep (CNN) Networks significant in has | Deep Convolutional Neural Networks (CNN) has achieved significant success in computer vision field. | 36,342 |
another understood machine detect has Can concept? if a to we train machine a | Can we train a machine to detect if another machine has understood a concept? | 36,343 |
this concept. of by principle, is tests on In the that subject conducting possible | In principle, this is possible by conducting tests on the subject of that concept. | 36,344 |
be we questions. to this avoiding However want by direct done procedure | However we want this procedure to be done by avoiding direct questions. | 36,345 |
mechanical material. bulk was implemented of characterizing the A hyperelastic for properties fiber-reinforced model (Holzapfel-Gasser-Ogden) | A fiber-reinforced hyperelastic model (Holzapfel-Gasser-Ogden) was implemented for characterizing the mechanical properties of bulk material. | 36,346 |
tearing failure Results the this fibrous cap of processes. tissue study demonstrate | Results of this study demonstrate the fibrous cap tissue tearing failure processes. | 36,347 |
a train of location We cGAN given generate overhead views imagery. a to ground-level | We train a cGAN to generate ground-level views of a location given overhead imagery. | 36,348 |
outcome rCBV) MTT, lesion to Tmax, rCBF, TTP, perform prediction. | Tmax, TTP, MTT, rCBF, rCBV) to perform lesion outcome prediction. | 36,349 |
counterparts the of lacking address at price this Online a limitation teacher. highcapacity | Online counterparts address this limitation at the price of lacking a highcapacity teacher. | 36,350 |
present strategy an this work, (ONE) for In On-the-fly distillation. one-stage Ensemble online we Native | In this work, we present an On-the-fly Native Ensemble (ONE) strategy for one-stage online distillation. | 36,351 |
techniques different have measuring few last in been the appearance Many material years. for proposed | Many different techniques for measuring material appearance have been proposed in the last few years. | 36,352 |
which appearance modeling. public These produced have large been have data-driven accurate, datasets, used for | These have produced large public datasets, which have been used for accurate, data-driven appearance modeling. | 36,353 |
appearance. excellent predictors We that the functionals of our of attributes perceived show are | We show that our functionals are excellent predictors of the perceived attributes of appearance. | 36,354 |
functionals derive classic Moreover, used representations. to applicable analytic to our BRDF methodology be can | Moreover, our methodology can be used to derive functionals applicable to classic analytic BRDF representations. | 36,355 |
of must capable on-line including single/few trials. It be learning, with | It must be capable of on-line learning, including with single/few trials. | 36,356 |
over be safe catastrophic forgetting. from must Memories/knowledge durations, permanent lifelong | Memories/knowledge must be permanent over lifelong durations, safe from catastrophic forgetting. | 36,357 |
retrieval time. over may i.e., semantically gradually confabulation, errors, accumulate plausible Some | Some confabulation, i.e., semantically plausible retrieval errors, may gradually accumulate over time. | 36,358 |
all computational shown have these has artificial to system been No properties. | No artificial computational system has been shown to have all these properties. | 36,359 |
We classification by networks. localization produced initial from start | We start from initial localization produced by classification networks. | 36,360 |
of and object more localization masks object. accurate more provide contain regions These | These object masks provide more accurate localization and contain more regions of object. | 36,361 |
fine produce processes progressively networks. segmentation These masks to conducted and optimize are object iteratively | These processes are conducted iteratively to progressively produce fine object masks and optimize segmentation networks. | 36,362 |
validation These samples issues protocols processes the include generation the used. and | These issues include the samples generation processes and the validation protocols used. | 36,363 |
self-supervised method a adversarial introduce on learning We based training. novel | We introduce a novel self-supervised learning method based on adversarial training. | 36,364 |
network by inpainting more helps generate images dropped the realistic feature entries. The repair | The repair network helps generate more realistic images by inpainting the dropped feature entries. | 36,365 |
separating counting track the major of is automatic overlapped One using tracks. photomicrographs of difficulties | One of the major difficulties of automatic track counting using photomicrographs is separating overlapped tracks. | 36,366 |
Image recent style broad attention transfer drawn has years. in | Image style transfer has drawn broad attention in recent years. | 36,367 |
to of framework merit new such its is and styles contents. generalizability key A | A key merit of such framework is its generalizability to new styles and contents. | 36,368 |
The decoder. encoder, content of consists overall mixer and framework style encoder, | The overall framework consists of style encoder, content encoder, mixer and decoder. | 36,369 |
results effectiveness proposed have the methods. Extensive robustness and demonstrated experimental the of | Extensive experimental results have demonstrated the effectiveness and robustness of the proposed methods. | 36,370 |
Villegas hierarchical video et The method by prediction al. | The hierarchical video prediction method by Villegas et al. | 36,371 |
target radar (GPR) detection a classification is task. and Ground challenging penetrating | Ground penetrating radar (GPR) target detection and classification is a challenging task. | 36,372 |
efficient are obtain strategies Model-based to for learning. control sample critical | Model-based strategies for control are critical to obtain sample efficient learning. | 36,373 |
explored elegant been in strategy the mostly has tabular setting. planning This | This elegant planning strategy has been mostly explored in the tabular setting. | 36,374 |
model Replay afforded by first the Experience highlight a over flexibility We (ER). | We first highlight the flexibility afforded by a model over Experience Replay (ER). | 36,375 |
also on non-local-based recognition new for We accuracy. propose models further improvement the | We also propose new non-local-based models for further improvement on the recognition accuracy. | 36,376 |
test us earn will be they that called the say scores Let IQ. at the | Let us say that the scores they earn at the test will be called IQ. | 36,377 |
ear we both appearance-based and features for study, utilized the geometric In have representation. features | In the study, we have utilized both geometric features and appearance-based features for ear representation. | 36,378 |
representation and classification. networks The methods convolutional employ neural deep for appearance-based | The appearance-based methods employ deep convolutional neural networks for representation and classification. | 36,379 |
This have a we adaptation. performed domain way, | This way, we have performed a domain adaptation. | 36,380 |
over introduce regular for grids. lossy We data novel a compression multidimensional algorithm | We introduce a novel lossy compression algorithm for multidimensional data over regular grids. | 36,381 |
of The on images. vision-based temporal works proposed sequence a system | The proposed vision-based system works on a temporal sequence of images. | 36,382 |
all Based detected. estimated lane, on other events the are | Based on the estimated lane, all other events are detected. | 36,383 |
to speed. extensive their received and Recently, have filter-based due simplicity attention superior correlation trackers | Recently, correlation filter-based trackers have received extensive attention due to their simplicity and superior speed. | 36,384 |
To tracking forecast is novel a more tracking to be advocated failure. indicator specific, monitoring | To be more specific, a novel tracking monitoring indicator is advocated to forecast tracking failure. | 36,385 |
segmentation semantic neural networks been applied have to problems. Convolutional successfully | Convolutional neural networks have been successfully applied to semantic segmentation problems. | 36,386 |
training the This substantially process. adversarial stabilizes | This substantially stabilizes the adversarial training process. | 36,387 |
fine-grained released This will recognition. research the image facilitate dataset to acceptance be upon of | This dataset will be released upon acceptance to facilitate the research of fine-grained image recognition. | 36,388 |
The for in all transformations piece-wise trained vertices iteration. agent linear each directly predicts | The trained agent directly predicts piece-wise linear transformations for all vertices in each iteration. | 36,389 |
tissue Numerous characterize arterial used to delamination. the models have been | Numerous models have been used to characterize the arterial tissue delamination. | 36,390 |
capture arterial failure well. can CZMs the tissue triangular Thus, exponential-linear response and | Thus, triangular and exponential-linear CZMs can capture the arterial tissue failure response well. | 36,391 |
image significant and speed results for a improves up in segmentation. performance training This learning | This results in a significant training speed up and improves learning performance for image segmentation. | 36,392 |
processing. of in critical (VSR) problems the one become most has Video super-resolution video | Video super-resolution (VSR) has become one of the most critical problems in video processing. | 36,393 |
propose for Adversarial formulation a VSR. In Network(GAN)-based work, we Generative this | In this work, we propose a Generative Adversarial Network(GAN)-based formulation for VSR. | 36,394 |
describe and introduction to neuroimaging We collaborative analysis. a reproducible project-based | We describe a project-based introduction to reproducible and collaborative neuroimaging analysis. | 36,395 |
To we our problems, based substantial project. a group open-ended around these address course | To address these problems, we based our course around a substantial open-ended group project. | 36,396 |
in working successful on real in reproducibly scientific questions. projects broadly were engaging students The | The projects were broadly successful in engaging students in working reproducibly on real scientific questions. | 36,397 |
has counterparts. are been Recently, than proven more CovDs their discriminative it that infinite-dimensional low-dimensional | Recently, it has been proven that infinite-dimensional CovDs are more discriminative than their low-dimensional counterparts. | 36,398 |
and infinite-dimensional is However, the high. CovDs the computational implicit is form load of | However, the form of infinite-dimensional CovDs is implicit and the computational load is high. | 36,399 |
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