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demonstrate STL. superiority on the experiments recognition public datasets of activity Extensive three
Extensive experiments on three public activity recognition datasets demonstrate the superiority of STL.
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an object vehicles. segmentation videos unmanned understanding by important generated plays in Primary role aerial
Primary object segmentation plays an important role in understanding videos generated by unmanned aerial vehicles.
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remains the Depth from estimation challenging a a image problem. wild in single
Depth estimation from a single image in the wild remains a challenging problem.
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images training high-quality One the main data the is lack of wild. obstacle in for
One main obstacle is the lack of high-quality training data for images in the wild.
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al.} our \textit{et work recent As (Holden in
As in our recent work (Holden \textit{et al.}
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problem The is exist numerous regions which all that can object be potentially salient.
The problem is that numerous object regions exist which potentially can all be salient.
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most return which to limited contain a an regions are object. set likely of These
These return a limited set of regions which are most likely to contain an object.
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saliency used estimation methods have Several object proposals.
Several saliency estimation methods have used object proposals.
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this object aim we In salient to detection. improve paper,
In this paper, we aim to improve salient object detection.
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several We context saliency propose computed proposals. which features the from are
We propose several saliency features which are computed from the context proposals.
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of AI Modern by and ever-increasing autonomy. high a robotic level are systems characterized and
Modern AI and robotic systems are characterized by a high and ever-increasing level of autonomy.
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pattern speckle of Recovering its the difficult. an phaseless is from image object
Recovering the image of an object from its phaseless speckle pattern is difficult.
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multiple media is imaging. scattering the matrix Let unknown in transmission alone
Let alone the transmission matrix is unknown in multiple scattering media imaging.
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of During CVSs, productions between TWs moments of direction. tend to silence, reverse
During moments of silence, between productions of CVSs, TWs tend to reverse direction.
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could be Within context, microalgae-based treatment alternative systems treatment plants. used this as
Within this context, microalgae-based treatment systems could be used as alternative treatment plants.
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Alzheimer chose for purpose. this disease We
We chose Alzheimer disease for this purpose.
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disease the Alzheimer loss. is dementia memory leading of cause and
Alzheimer disease is the leading cause of dementia and memory loss.
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CNN, a Kernel Convolutions Convolutional Networks Networks. Enter Neural are of and Neural hybrid
Enter CNN, Convolutional Neural Networks are a hybrid of Kernel Convolutions and Neural Networks.
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By problem can minimal solved using Convolutional Neural error Networks, with rate. be the
By using Convolutional Neural Networks, the problem can be solved with minimal error rate.
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is by stable dynamics simulation. be One to found molecular candidate structure
One candidate structure is found to be stable by molecular dynamics simulation.
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clear intuitive article of provide distinct and In descriptions measures. candidate six we this
In this article we provide clear and intuitive descriptions of six distinct candidate measures.
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performance. with on simulated reveals excellent evaluation An truth, data, quantitative ground available
An evaluation on simulated data, with available ground truth, reveals excellent quantitative performance.
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a associated and are with reconstruction estimate. crude The typically iterative, first seeded algorithms
The associated reconstruction algorithms are typically iterative, and seeded with a crude first estimate.
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Coherent Sci. Imaging method (Pavlov et Bragg deterministic al., for Diffraction A
A deterministic method for Bragg Coherent Diffraction Imaging (Pavlov et al., Sci.
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comparison is the function autocorrelation performed. a as The with point starting appropriate
The appropriate comparison with the autocorrelation function as a starting point is performed.
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utility has functions. achieved been using Traditionally, handcrafted this
Traditionally, this has been achieved using handcrafted utility functions.
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future utility viewpoints. propose usefulness a of better function the that to learn predicts We
We propose to learn a better utility function that predicts the usefulness of future viewpoints.
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explanations to discriminative learn discuss an class features image. textual in Current
Current textual explanations learn to discuss class discriminative features in an image.
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automatic metrics. using explanations counterfactual quantitatively both We proposed analyze and our then generated qualitatively
We then analyze our generated counterfactual explanations both qualitatively and quantitatively using proposed automatic metrics.
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we given with TSWAP, graph undirected an vertices. are colored In
In TSWAP, we are given an undirected graph with colored vertices.
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in A token each colored placed is vertex.
A colored token is placed in each vertex.
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vertices. between of adjacent A tokens be pair swapped can
A pair of tokens can be swapped between adjacent vertices.
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problem. the swaps number The required the minimum in of is of optimization variant
The minimum number of swaps is required in the optimization variant of the problem.
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that between conditions state must consists in The local difference both problems (swaps/moves) transitions satisfy.
The difference between both problems consists in local conditions that state transitions (swaps/moves) must satisfy.
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This design TSWAP. first algorithms attempt for constitutes to the optimal solving
This constitutes the first attempt to design optimal solving algorithms for TSWAP.
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take attribute-based recent of seen past Neural Networks over this The research. has Convolutional field
The recent past has seen attribute-based Convolutional Neural Networks take over this field of research.
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a other obtained the similar hand, On much results can smaller CNN? with be
On the other hand, can similar results be obtained with a much smaller CNN?
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goal answer questions. these paper The is of to an to this give
The goal of this paper is to give an answer to these questions.
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values to need magrittr purrr, stored. intermediate with no Unlike be and
Unlike with magrittr and purrr, no intermediate values need to be stored.
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implementations. favorable runtimes to fc benchmarked, comparison achieve composed in functions other When using
When benchmarked, functions composed using fc achieve favorable runtimes in comparison to other implementations.
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many artificial Dependence tasks an is for intelligence. in concept important
Dependence is an important concept for many tasks in artificial intelligence.
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task by the discarding executed be efficiently more something can task. from A independent
A task can be executed more efficiently by discarding something independent from the task.
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notions extension. apply update in two two We and well-known also issues: belief conservative these
We also apply these two notions in two well-known issues: belief update and conservative extension.
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new update a formula-formula dependence. define Firstly, on we based operator
Firstly, we define a new update operator based on formula-formula dependence.
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forgetting. formula to Furthermore, conservative we extension reduce
Furthermore, we reduce conservative extension to formula forgetting.
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the discriminatory exhibit learned Nevertheless, do to applied when power. enough datasets, not features complex
Nevertheless, when applied to complex datasets, the learned features do not exhibit enough discriminatory power.
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understanding, to a For variations comparison also study GDM. and better simple we
For comparison and better understanding, we also study a simple variations to GDM.
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is difference the key them The between function. discriminant
The key difference between them is the discriminant function.
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to limitations. space due optimization is Combinatorial feasible not search
Combinatorial optimization is not feasible due to search space limitations.
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images. maps depth single for both network A predicts image depth
A single image depth network predicts depth maps for both images.
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energy the of enhance power the intelligent for output potential harvesters. We intervention probe to
We probe the potential for intelligent intervention to enhance the power output of energy harvesters.
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electric a bi-resonant a piezo We case general harvester. study: investigate and principles
We investigate general principles and a case study: a bi-resonant piezo electric harvester.
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intelligent pre-programmed energy-conserving interventions consider We via operations. reversible
We consider intelligent interventions via pre-programmed reversible energy-conserving operations.
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Compared characterization, compactness. dynamic motion and superior optical for exhibits imaging with efficiency flow
Compared with optical flow for motion characterization, dynamic imaging exhibits superior efficiency and compactness.
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can be visual Accordingly, cues involved. view-tolerant more
Accordingly, more view-tolerant visual cues can be involved.
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is perform model learning CNN to feature A on multi-view images. novel proposed dynamic then
A novel CNN model is then proposed to perform feature learning on multi-view dynamic images.
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performance challenging experiments, state-of-the-art three achieve approach In datasets. the can on proposed
In experiments, the proposed approach can achieve state-of-the-art performance on three challenging datasets.
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stages: of two reconstruction. coding proposed coupled coupled image sparse approach The and denoising consists
The proposed coupled image denoising approach consists of two stages: coupled sparse coding and reconstruction.
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Therefore, information. are significant devoted resources spatiotemporal brain process to
Therefore, significant brain resources are devoted to process spatiotemporal information.
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biological compaction are Nevertheless, still lacking. empirical approaches the tackling soundness of time
Nevertheless, empirical approaches tackling the biological soundness of time compaction are still lacking.
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Meanwhile, control with performed the previous of regardless women men, par on conditioning.
Meanwhile, women performed on par with control men, regardless of the previous conditioning.
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on for focused GAN-based solution face the work we synthesis. this attribute In guided
In this work we focused on GAN-based solution for the attribute guided face synthesis.
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steganalysis. has deep its shown in Recently, learning power
Recently, deep learning has shown its power in steganalysis.
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the filters learned. meantime, automatically high-pass In also are the
In the meantime, the high-pass filters are also automatically learned.
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architecture. The proposed prove of the experimental results the effectiveness
The experimental results prove the effectiveness of the proposed architecture.
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do-calculus. the formula We of provide Front-Door a the adjustment using the proof
We provide a proof of the the Front-Door adjustment formula using the do-calculus.
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basic for algorithms We revision and update ACDFs. propose
We propose basic revision and update algorithms for ACDFs.
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static knowledge, call common handle We propositional which we also constraints.
We also handle static propositional common knowledge, which we call constraints.
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results Our show viability of experimental the our approach.
Our experimental results show the viability of our approach.
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our connectedness that while maintaining of suggest Finally, increasing limits the despotism hierarchy. followers results
Finally, our results suggest that increasing the connectedness of followers limits despotism while maintaining hierarchy.
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prediction. the recognition in survey In and techniques complete the paper, this we action state-of-the-art
In this paper, we survey the complete state-of-the-art techniques in the action recognition and prediction.
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Deep Imaging. compressed learning have Resonance shown Magnetic sensing-based performance for promising approaches
Deep learning approaches have shown promising performance for compressed sensing-based Magnetic Resonance Imaging.
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Recently, have visually results. shown to more appealing achieve loss functions adversarial and perceptual been
Recently, adversarial and perceptual loss functions have been shown to achieve more visually appealing results.
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different We and places and excavate the scenes. memorize of semantic stable structure
We excavate and memorize the stable semantic structure of different places and scenes.
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place standard The state-of-the-art on encoder intrinsic proposed recognition outperforms the methods benchmark image-level Nordland.
The proposed intrinsic encoder outperforms the state-of-the-art image-level place recognition methods on standard benchmark Nordland.
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experimental approach TSE the The outperforms proposed state-of-the-art results demonstrate methods. that
The experimental results demonstrate that the proposed approach outperforms state-of-the-art TSE methods.
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is texture network. as a dynamic The directed modeled
The dynamic texture is modeled as a directed network.
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For vertex each is estimated. for transformation, activity network each the
For each network transformation, the activity for each vertex is estimated.
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the activity concatenating is by Then, histograms. texture descriptor constructed
Then, texture descriptor is constructed by concatenating the activity histograms.
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in textures tend These provide better dynamic to performance classification.
These tend to provide better performance in dynamic textures classification.
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exist map that classify models and to data. learn supervised Other
Other models exist that learn to map and classify supervised data.
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Humans recognition. cognitive pattern in many including well tasks remarkably perform
Humans perform remarkably well in many cognitive tasks including pattern recognition.
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understood. this process mechanisms are the However, neuronal well underlying not
However, the neuronal mechanisms underlying this process are not well understood.
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a temporal be span considered to feature this each can sense, axis. In single
In this sense, each feature can be considered to span a single temporal axis.
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obtained data a We motor from cognitive our to applied task. proposed inhibitory scheme experimental
We applied our proposed scheme to experimental data obtained from a motor inhibitory cognitive task.
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The the our good test classification indicating exhibits performance, of adequateness approach.
The test exhibits good classification performance, indicating the adequateness of our approach.
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learning. on optimization prior modeling model-based either mainly or through image inference They focus discriminative
They mainly focus on modeling image prior through either model-based optimization or discriminative inference learning.
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of flexibility learning levels annotation. our model from data The of enables different with joint
The flexibility of our model enables joint learning from data with different levels of annotation.
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architecture cognition a complex process by facilitated brain. human the intricate of is Human
Human cognition is a complex process facilitated by the intricate architecture of human brain.
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conceptual Human formal of classic cognition violate built. on which often probabilities representation are spaces
Human cognition often violate classic probabilities on which formal representation of conceptual spaces are built.
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proposed Also, achieves cognition, particular, the consciousness. model in
Also, the proposed model achieves cognition, in particular, consciousness.
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constructive this achieving consciousness have process demonstrated learning with of scenario. a We
We have demonstrated this process of achieving consciousness with a constructive learning scenario.
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representation severity. is that the interpretable The learns a subject-level model of clinically reflective disease
The model learns a clinically interpretable subject-level representation that is reflective of the disease severity.
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Our for model state-of-the COPD. of severity performance measures predicting art gives in clinical
Our model gives state-of-the art performance in predicting clinical measures of severity for COPD.
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of in video. paper human actions localization spatio-temporal This addresses
This paper addresses spatio-temporal localization of human actions in video.
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gain is mainly improved localization. shown to to temporal due The be
The gain is shown to be mainly due to improved temporal localization.
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learning deep problem. this two encoder-decoder develop architectures address We to based
We develop two encoder-decoder based deep learning architectures to address this problem.
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imaging destructive capacitive paper a non This coplanar non describes invasive device.
This paper describes a coplanar non invasive non destructive capacitive imaging device.
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cortical by with open surfaces is described Specifically, two triangulated boundaries. ribbon the
Specifically, the cortical ribbon is described by two triangulated surfaces with open boundaries.
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approach for great offers potential morphometry. The cortical
The approach offers great potential for cortical morphometry.
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