text stringlengths 27 153 | label stringlengths 27 153 | id int64 0 40k |
|---|---|---|
relevance Video most of the one prediction streaming service. tasks online important for is | Video relevance prediction is one of the most important tasks for online streaming service. | 36,000 |
video approach i.e. to analyzing promising content One solve itself, it is | One promising approach to solve it is analyzing video content itself, i.e. | 36,001 |
predicting by relevance and subtitle video metadata. audio, frame, video | predicting video relevance by video frame, audio, subtitle and metadata. | 36,002 |
experiments achieve accuracy with methods. traditional compared Our classification outstanding | Our experiments achieve outstanding classification accuracy compared with traditional methods. | 36,003 |
from measurements. is a undersampled method Compressive recover image to the sensing original | Compressive sensing is a method to recover the original image from undersampled measurements. | 36,004 |
methods to data. also They truth yielded ground with the performances comparable | They also yielded comparable performances to the methods with ground truth data. | 36,005 |
in show are modifications neglected some of required We often which examples implementations. | We show some examples of required modifications which are often neglected in implementations. | 36,006 |
(CP) technique propose In Cube follows. contrast, simple as effective Padding a and we | In contrast, we propose a simple and effective Cube Padding (CP) technique as follows. | 36,007 |
methods in experiments, outperforms In speed our method and baseline both quality. | In experiments, our method outperforms baseline methods in both speed and quality. | 36,008 |
be the should cost cost saved lower CFA. using Moreover, by the associated than | Moreover, the associated cost should be lower than the cost saved by using CFA. | 36,009 |
a Inspired sensing weakness, low scheme. strength we edge very and cost design HA's by | Inspired by HA's strength and weakness, we design a very low cost edge sensing scheme. | 36,010 |
between directional of it Briefly, variations. functional a difference logistic guides by demosaicking the | Briefly, it guides demosaicking by a logistic functional of the difference between directional variations. | 36,011 |
theoretical experiments Carlo Monte the in setting dynamic to conducted finding. data support are panel | Monte Carlo experiments are conducted in dynamic panel data setting to support the theoretical finding. | 36,012 |
result that higher. suggests the be The may to returns schooling | The result suggests that the returns to schooling may be higher. | 36,013 |
surgical to outcomes costly patients Adverse and hospitals. are | Adverse surgical outcomes are costly to patients and hospitals. | 36,014 |
efficiency performance of and suggest a framework. results generation our high morphology The | The results suggest a high efficiency and performance of our morphology generation framework. | 36,015 |
Each standard backpropagation. learns through with a along specialization of its kernel location weights | Each kernel learns a location of specialization along with its weights through standard backpropagation. | 36,016 |
ROIs. differentiable optimize A supervision attention to is no the used requiring additional mechanism | A differentiable attention mechanism requiring no additional supervision is used to optimize the ROIs. | 36,017 |
synthetic domains. architecture both We natural tasks proposed multiple on and evaluate across our | We evaluate our proposed architecture on both synthetic and natural tasks across multiple domains. | 36,018 |
et. approach by extend (Xie (BNs) the learning We for networks Bayesian proposed decomposition | We extend the decomposition approach for learning Bayesian networks (BNs) proposed by (Xie et. | 36,019 |
CGs), graphs special as which regression to multivariate (MVR chain BNs case. a learning include | to learning multivariate regression chain graphs (MVR CGs), which include BNs as a special case. | 36,020 |
running except PC-like the algorithm the decomposition-based in outperforms fact, time. algorithm usually In | In fact, the decomposition-based algorithm usually outperforms the PC-like algorithm except in running time. | 36,021 |
when sparse. better The is is of underlying the much algorithms graph both performance | The performance of both algorithms is much better when the underlying graph is sparse. | 36,022 |
believe field. the be in We researchers instructive this for will directions potential these | We believe these potential directions will be instructive for the researchers in this field. | 36,023 |
aims transfer arbitrary to content Style styles to visual images. transfer | Style transfer aims to transfer arbitrary visual styles to content images. | 36,024 |
strategies appealing compare measure these We visually images. up to and compare they produce how | We compare these strategies and compare how they measure up to produce visually appealing images. | 36,025 |
adopt recurrence or based mainly methods Existing networks. convolution | Existing methods mainly adopt recurrence or convolution based networks. | 36,026 |
a supervised neuroanatomical We propose for network neural shapes. deep learning on | We propose a deep neural network for supervised learning on neuroanatomical shapes. | 36,027 |
unary and DCCRF consists The terms. pairwise of | The DCCRF consists of unary and pairwise terms. | 36,028 |
objects' unary based across displacements on tracked estimate appearance time visual The information. terms | The unary terms estimate tracked objects' displacements across time based on visual appearance information. | 36,029 |
visual use learning makes spectral from to range. a transfer It wider to possible | It makes possible to use transfer learning from visual to a wider spectral range. | 36,030 |
This real-time drone a paper areas. introduces individuals in violent to system public surveillance identify | This paper introduces a real-time drone surveillance system to identify violent individuals in public areas. | 36,031 |
Network images. from uses detect to first The aerial system Pyramid Feature humans the | The system first uses the Feature Pyramid Network to detect humans from aerial images. | 36,032 |
identification and pose is violent the with compared estimation The individuals state-of-the-art techniques. performance | The pose estimation and violent individuals identification performance is compared with the state-of-the-art techniques. | 36,033 |
lesions cystic classification for on certain achieved have Previous CT. in segmented accuracy computer-aided developments | Previous computer-aided developments have achieved certain accuracy for classification on segmented cystic lesions in CT. | 36,034 |
to data. We novel iterative to a image propose graph adapt d-dimensional a a method | We propose a novel iterative method to adapt a a graph to d-dimensional image data. | 36,035 |
the image The features. graph drives of the method nodes towards | The method drives the nodes of the graph towards image features. | 36,036 |
method fully is parallelisable. efficient proposed and The computationally | The proposed method is computationally efficient and fully parallelisable. | 36,037 |
behavior finite In sample the Monte-Carlo simulations analyze we of estimator. our | In Monte-Carlo simulations we analyze the finite sample behavior of our estimator. | 36,038 |
health Connected security and is communication technologies. devices, medical technology devices that a associates | Connected health is a technology that associates medical devices, security devices and communication technologies. | 36,039 |
and be enables patients to home. It monitored remotely treated their from | It enables patients to be monitored and treated remotely from their home. | 36,040 |
detection. investigation division) A (cell step the fundamental mitotic is cell of | A fundamental step of the investigation is mitotic cell (cell division) detection. | 36,041 |
recognition. action complementary information key for temporal features are two human Spatial and and | Spatial and temporal features are two key and complementary information for human action recognition. | 36,042 |
feature recalibration. operations the and implement to are Squeeze Excitation The used | The Squeeze and Excitation operations are used to implement the feature recalibration. | 36,043 |
is The of proposed using the minimization energy optimization. performed stochastic | The minimization of the proposed energy is performed using stochastic optimization. | 36,044 |
of dataset order created the degraded to method. images realistically consisting is in evaluate A | A dataset consisting of realistically degraded images is created in order to evaluate the method. | 36,045 |
source information flow in of the is estimation. optical context Temporal coherence valuable of a | Temporal coherence is a valuable source of information in the context of optical flow estimation. | 36,046 |
However, suitable a a motion leverage non-trivial finding task. model information is this to | However, finding a suitable motion model to leverage this information is a non-trivial task. | 36,047 |
usefulness demonstrate Experiments our approach. new the of | Experiments demonstrate the usefulness of our new approach. | 36,048 |
the search Similarity of of strategy speed final searching and accelerates accuracy the results. boosts | Similarity search strategy accelerates the speed of searching and boosts the accuracy of final results. | 36,049 |
years, (DL) biomedical powerful In learning segmentation. recent have image become deep methods tools for | In recent years, deep learning (DL) methods have become powerful tools for biomedical image segmentation. | 36,050 |
inserted devices. supporting Catheters commonly are life | Catheters are commonly inserted life supporting devices. | 36,051 |
results. deep learning, resurgence With begining are of the supervised training showing approaches to promising | With the resurgence of deep learning, supervised training approaches are begining to showing promising results. | 36,052 |
algorithms that suggests the Experimental RED evidence state-of-the-art. are | Experimental evidence suggests that the RED algorithms are state-of-the-art. | 36,053 |
that the explicit does regularization We not algorithms. claim, explain RED however, | We claim, however, that explicit regularization does not explain the RED algorithms. | 36,054 |
al. Furthermore, et interpret the algorithms Romano from we RED | Furthermore, we interpret the RED algorithms from Romano et al. | 36,055 |
algorithms new and acceleration guarantees. and convergence propose with | and propose new algorithms with acceleration and convergence guarantees. | 36,056 |
in analysis and variance models many regressors. tests with of restrictions of linear Applications include | Applications include analysis of variance and tests of linear restrictions in models with many regressors. | 36,057 |
RGB vs sketch near-infrared. vs or RGB | RGB vs sketch or RGB vs near-infrared. | 36,058 |
these of optimal. none We is scenarios two that observed | We observed that none of these two scenarios is optimal. | 36,059 |
monocular Automatically challenging determining from image three-dimensional RGB human is pose a data problem. | Automatically determining three-dimensional human pose from monocular RGB image data is a challenging problem. | 36,060 |
maintaining coherent heatmaps whilst differentiability. visually produces model, MargiPose, Our resulting | Our resulting model, MargiPose, produces visually coherent heatmaps whilst maintaining differentiability. | 36,061 |
segmentation topic processing computer vision. a and in Image is image research fundamental | Image segmentation is a fundamental research topic in image processing and computer vision. | 36,062 |
the of algorithms large decades, applications. for number developed various In a segmentation last researchers | In the last decades, researchers developed a large number of segmentation algorithms for various applications. | 36,063 |
undesirable results. to lead will segmentation This some flaw | This flaw will lead to some undesirable segmentation results. | 36,064 |
method can Our measure similarity the adaptively update estimating by parameters. function some | Our method can adaptively update the similarity measure function by estimating some parameters. | 36,065 |
computational cost greater of at have the networks power increased representational generally Larger complexity. | Larger networks generally have greater representational power at the cost of increased computational complexity. | 36,066 |
as all-in-focus can generated potentially images The reference be images. used | The generated images can potentially be used as reference all-in-focus images. | 36,067 |
the achieves dataset. competitive and state-of-the-art on on the results performance FVTA MovieQA MemexQA dataset | FVTA achieves state-of-the-art performance on the MemexQA dataset and competitive results on the MovieQA dataset. | 36,068 |
for temperatures calculation method A presented. engine is | A calculation method for engine temperatures is presented. | 36,069 |
behaviors thermal measuring of can be various simulated positions successfully. Different | Different thermal behaviors of various measuring positions can be simulated successfully. | 36,070 |
Previous jointly successful interactions. and model social physical been work to has not | Previous work has not been successful to jointly model physical and social interactions. | 36,071 |
integration foundation the and Concepts learning, human understanding, of and knowledge deep transfer. are | Concepts are the foundation of human deep learning, understanding, and knowledge integration and transfer. | 36,072 |
stable behavior and is general is maximum learning How reached? once | How stable and general is behavior once maximum learning is reached? | 36,073 |
of Harris al. experiment the Using Pavlovian data et by and this another | Using the data of this and another Pavlovian experiment by Harris et al. | 36,074 |
the research personalized of empowering for is areas education. one key tracing Knowledge | Knowledge tracing is one of the key research areas for empowering personalized education. | 36,075 |
problems our have in major extensive two model. experimentation, through However, the we DKT noticed | However, through our extensive experimentation, we have noticed two major problems in the DKT model. | 36,076 |
the The that the fails model reconstruct first is problem to input. observed | The first problem is that the model fails to reconstruct the observed input. | 36,077 |
time-steps predicted consistent. KCs not the for across is performance Second, | Second, the predicted performance for KCs across time-steps is not consistent. | 36,078 |
time. and expected transit gradually to over performance is because is undesirable This student's unreasonable | This is undesirable and unreasonable because student's performance is expected to transit gradually over time. | 36,079 |
Two variables. sets and are provided: data invalid Combining examples instrumental | Two examples are provided: Combining data sets and invalid instrumental variables. | 36,080 |
adaptive indirect An variations to is fuzzy parameter resistant proposed. controller, then | An indirect adaptive fuzzy controller, resistant to parameter variations is then proposed. | 36,081 |
structure of The first in specified the the controller is general stage. adaptive | The general structure of the adaptive controller is specified in the first stage. | 36,082 |
of two second In fuzzy with its are stage, regulated aid the systems. parameters the | In the second stage, its parameters are regulated with the aid of two fuzzy systems. | 36,083 |
approaches Finally, conventional compared. and results the of proposed are the the | Finally, the results of the proposed and the conventional approaches are compared. | 36,084 |
configurations, For observed no or we contrast inducers' color the other induction. | For the other inducers' configurations, we observed color contrast or no induction. | 36,085 |
representation solution to tracking. a is visual Sparse viable | Sparse representation is a viable solution to visual tracking. | 36,086 |
With system a limited power, task. becomes develop how a computing challenging robust to | With limited computing power, how to develop a robust system becomes a challenging task. | 36,087 |
are small inflammation. and related bioactive species mediators critical, human and physiology Eicosanoids of | Eicosanoids and related species are critical, small bioactive mediators of human physiology and inflammation. | 36,088 |
of diagnostic a making. essential for decision measure Furthermore, uncertainty is | Furthermore, a measure of uncertainty is essential for diagnostic decision making. | 36,089 |
energy makes Mitochondrial currency phosphorylation oxidative (mOxPhos) ATP, of life. the | Mitochondrial oxidative phosphorylation (mOxPhos) makes ATP, the energy currency of life. | 36,090 |
is so, channel new combination create crucial. merged In layers, to FMs are convolutional FMs, | In convolutional layers, FMs are merged to create new FMs, so, channel combination is crucial. | 36,091 |
class. all not relevance FMs given However, the have a same for | However, not all FMs have the same relevance for a given class. | 36,092 |
we brain evaluate segmentation, data. available using Finally, the in tumor proposed publicly methods | Finally, we evaluate the proposed methods in brain tumor segmentation, using publicly available data. | 36,093 |
Pavement that capacity. one road important is the most affects of the reasons cracks | Pavement cracks is one of the most important reasons that affects the road capacity. | 36,094 |
important new Therefore, significance. has a detection designing method | Therefore, designing a new detection method has important significance. | 36,095 |
Hausdorff evaluate is used distance At to detection precision. last, | At last, Hausdorff distance is used to evaluate detection precision. | 36,096 |
However, of urban phenotypic remains on traits selection directional in empirical scarce. evidence areas | However, empirical evidence of directional selection on phenotypic traits in urban areas remains scarce. | 36,097 |
between survival intensities. difference different of colouration was local in adults No found | No difference in local survival was found between adults of different colouration intensities. | 36,098 |
critical rate in been deep issue network Learning training. scheduler has the neural a | Learning rate scheduler has been a critical issue in the deep neural network training. | 36,099 |
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