text stringlengths 27 153 | label stringlengths 27 153 | id int64 0 40k |
|---|---|---|
Accelerating network such received increased has neural attention. over-parameterized | Accelerating such over-parameterized neural network has received increased attention. | 38,700 |
a three-stage A retraining. algorithm pruning pipeline, and typical i.e., pruning, training, is | A typical pruning algorithm is a three-stage pipeline, i.e., training, pruning, and retraining. | 38,701 |
update filters stage. during pruned the the retraining First, we | First, we update the pruned filters during the retraining stage. | 38,702 |
has model this data. learn to way, In training the capacity the from enough | In this way, the model has enough capacity to learn from the training data. | 38,703 |
during at We filters training few and first the prune more filters prune procedure. asymptotically | We prune few filters at first and asymptotically prune more filters during the training procedure. | 38,704 |
ASFP classification the Experiments show on benchmarks. image our of effectiveness | Experiments show the effectiveness of our ASFP on image classification benchmarks. | 38,705 |
are latency challenges reducing LTE the when Design shown. faced in | Design challenges faced when reducing the latency in LTE are shown. | 38,706 |
short structure time of analyzed. and The frame enhancements are performance processing | The performance of short processing time and frame structure enhancements are analyzed. | 38,707 |
LTE DCI evaluated. increase Our to and channel Duplication proposed is reliability method control presented | Our proposed DCI Duplication method to increase LTE control channel reliability is presented and evaluated. | 38,708 |
models. statistical based on The is three proposed method | The proposed method is based on three statistical models. | 38,709 |
All scans data computed tomography automatically from head scans. (CT) and face derived optical are | All data are automatically derived from computed tomography (CT) head scans and optical face scans. | 38,710 |
fit spheres. of the head model all Finally, union to we a | Finally, we fit a head model to the union of all spheres. | 38,711 |
our face CT head process scan. an anonymized recovery using validate We | We validate our face recovery process using an anonymized head CT scan. | 38,712 |
a the time cloudy of or day (e.g. in day) | in a cloudy day) or time of the day (e.g. | 38,713 |
Practice Under of consideration Programming Theory (TPLP). and in Logic | Under consideration in Theory and Practice of Logic Programming (TPLP). | 38,714 |
leaps? always or can evolution make it gradual Is | Is evolution always gradual or can it make leaps? | 38,715 |
that an adaptive mutagenesis hypothesize evolvable is strategy. We stress-induced | We hypothesize that stress-induced mutagenesis is an evolvable adaptive strategy. | 38,716 |
asymptotic determine behavior and carrier-phase exact both the We positioning. for pseudo-range | We determine the exact asymptotic behavior for both pseudo-range and carrier-phase positioning. | 38,717 |
a semantic work, we present manipulation. In this hierarchical image novel for framework | In this work, we present a novel hierarchical framework for semantic image manipulation. | 38,718 |
generator fills the in the layout. by our textures guided Then semantic image pixel-level | Then our image generator fills in the pixel-level textures guided by the semantic layout. | 38,719 |
new component a Hilbert introduced is Real-time A transformer as microwave Processing for (RAP). Analog | A microwave Hilbert transformer is introduced as a new component for Real-time Analog Processing (RAP). | 38,720 |
an inference basically an not problem optimization This problem. is | This is basically an inference problem not an optimization problem. | 38,721 |
bucket time DES supply chains. the a of and accelerate present approximate method We to | We present a time bucket method to approximate and accelerate the DES of supply chains. | 38,722 |
by mutation Synonymous is and choice mainly selection. affected Background codon | Background Synonymous codon choice is mainly affected by mutation and selection. | 38,723 |
demonstrate framework results achieve and performance. superior Experimental can methods with comparisons our state-of-the-art that | Experimental results and comparisons with state-of-the-art methods demonstrate that our framework can achieve superior performance. | 38,724 |
benefits There and potential these are applications many ideas. of | There are many potential benefits and applications of these ideas. | 38,725 |
unnoticeable often implies failures and such unavoidable of in presence (OOD) input. However, assumption out-of-distribution | However, such assumption implies unavoidable and often unnoticeable failures in presence of out-of-distribution (OOD) input. | 38,726 |
detection discriminative this issue propose input to OOD by of We address pixels data. in | We propose to address this issue by discriminative detection of OOD pixels in input data. | 38,727 |
prediction setup. dense resolution images experiments our perform on a natural high We in | We perform our experiments on high resolution natural images in a dense prediction setup. | 38,728 |
coprime constructed arrays quadratic from The lattices proposed ideal CRT embedded integers. are by | The proposed CRT arrays are constructed by ideal lattices embedded from coprime quadratic integers. | 38,729 |
are provided of the Examples verify to feasibility methods. the proposed | Examples are provided to verify the feasibility of the proposed methods. | 38,730 |
Recognition sixth challenge. in This details paper (EmotiW) Wild Emotion the the | This paper details the sixth Emotion Recognition in the Wild (EmotiW) challenge. | 38,731 |
detail. and discussed baselines The are databases, in protocols | The databases, protocols and baselines are discussed in detail. | 38,732 |
are language Wikipedia syllables Statistical on French of and models n-gram trained English corpora. | Statistical n-gram language models of syllables are trained on French and English Wikipedia corpora. | 38,733 |
also and We lexicon n-gram with models. syllable models compare character the | We also compare the syllable models with lexicon and character n-gram models. | 38,734 |
demonstrates images for task. of carefully-rendered synthetic intrinsic suprising work data Our the effectiveness the | Our work demonstrates the suprising effectiveness of carefully-rendered synthetic data for the intrinsic images task. | 38,735 |
the efficacy our demonstrate method. Extensive of experiments | Extensive experiments demonstrate the efficacy of our method. | 38,736 |
passing iteratively framework, Within a and computes labels. GPNN message inference node matrices the adjacency | Within a message passing inference framework, GPNN iteratively computes the adjacency matrices and node labels. | 38,737 |
used Lens been aberrations image. provenance determine of to an previously the have | Lens aberrations have previously been used to determine the provenance of an image. | 38,738 |
via only Markov considers saliency chain nodes. detection boundaries Traditional | Traditional saliency detection via Markov chain only considers boundaries nodes. | 38,739 |
Markov boundaries The bidirectional chain. both proposed approach combines prior through foreground and cues | The proposed approach combines both boundaries and foreground prior cues through bidirectional Markov chain. | 38,740 |
SE we an that blocks of Hence, can F-CNN part integral be architectures. believe future | Hence, we believe that SE blocks can be an integral part of future F-CNN architectures. | 38,741 |
Neural Networks Convolutional (SISR) have super-resolution problem. great (CNNs) demonstrated single-image results for the | Convolutional Neural Networks (CNNs) have demonstrated great results for the single-image super-resolution (SISR) problem. | 38,742 |
CNN and solve to algorithms models computationally promote deep Currently, expensive SISR. most | Currently, most CNN algorithms promote deep and computationally expensive models to solve SISR. | 38,743 |
novel we relatively propose SISR However, a of computations. number less method that uses | However, we propose a novel SISR method that uses relatively less number of computations. | 38,744 |
connections unused get that removed. On have we training, group convolutions | On training, we get group convolutions that have unused connections removed. | 38,745 |
computations testing steps these reduce time. the significantly of number at required All | All these steps significantly reduce the number of computations required at testing time. | 38,746 |
is input for the learning. output easier this, network with Along bicubic upsampled added to | Along with this, bicubic upsampled input is added to the network output for easier learning. | 38,747 |
step foreground video Extracting accurate from essential for an objects is a applications. scene many | Extracting accurate foreground objects from a scene is an essential step for many video applications. | 38,748 |
is novel innovation our key method of information The technique. fusion a | The key innovation of our method is a novel information fusion technique. | 38,749 |
handling complex imperfect important Such particularly background. when with integration is scenes | Such integration is particularly important when handling complex scenes with imperfect background. | 38,750 |
built. how the framework are individual is how and We the developed, components show | We show how the framework is developed, and how the individual components are built. | 38,751 |
and experiments studies Extensive evaluate proposed are method. to conducted the ablation | Extensive experiments and ablation studies are conducted to evaluate the proposed method. | 38,752 |
this paper, tackle framework new we to propose the above In problems. a | In this paper, we propose a new framework to tackle the above problems. | 38,753 |
MTV B-spline registration characterize the to shrinkage. used large regularized diffeomorphic was | B-spline regularized diffeomorphic registration was used to characterize the large MTV shrinkage. | 38,754 |
MTV measure Jacobian changes. to the transformation of local was resulting the computed | Jacobian of the resulting transformation was computed to measure the local MTV changes. | 38,755 |
using to HAR on focuses research due smartphones use. Recent widespread their on | Recent research on HAR focuses on using smartphones due to their widespread use. | 38,756 |
can training online first inference. both the framework that This paper presents HAR and perform | This paper presents the first HAR framework that can perform both online training and inference. | 38,757 |
broad deal vision must challenging an extremely of vehicle with set and scenes. Self-driving systems | Self-driving vehicle vision systems must deal with an extremely broad and challenging set of scenes. | 38,758 |
high that This in labeled objects with images approach are assumes accuracy. | This approach assumes that objects in images are labeled with high accuracy. | 38,759 |
generate vehicle in video. of coherence labels the accurate we exploit the field, To spatio-temporal | To generate accurate labels in the field, we exploit the spatio-temporal coherence of vehicle video. | 38,760 |
of several the we feasibility paper In steps. approach this in demonstrate this | In this paper we demonstrate the feasibility of this approach in several steps. | 38,761 |
we describe self-labeling scheme a using tracking. object Finally, | Finally, we describe a self-labeling scheme using object tracking. | 38,762 |
complexity generate and geometry Evolution similar in ways. | Evolution and geometry generate complexity in similar ways. | 38,763 |
The order. shape successively random pairs in were presented | The shape pairs were presented successively in random order. | 38,764 |
joint (HMC) within Monte Bayesian We Gibbs using Hamiltonian sampling. develop Carlo inference | We develop joint Bayesian inference using Hamiltonian Monte Carlo (HMC) within Gibbs sampling. | 38,765 |
hormones plant cardinal considered in Auxin is growth of and one development. the | Auxin is considered one of the cardinal hormones in plant growth and development. | 38,766 |
throughout of the a plant. range It processes wide regulates | It regulates a wide range of processes throughout the plant. | 38,767 |
pathway agrochemicals. valuable the Synthetic are auxin-signalling and herbicidal auxins exploit as | Synthetic auxins exploit the auxin-signalling pathway and are valuable as herbicidal agrochemicals. | 38,768 |
work auxin of of chemistry for the auxins. design receptor-selective This expands the range synthetic | This work expands the range of auxin chemistry for the design of receptor-selective synthetic auxins. | 38,769 |
Logic received non-monotonic interest. In years, Programming Inductive growing recent has | In recent years, non-monotonic Inductive Logic Programming has received growing interest. | 38,770 |
noise-tolerant of learning from we present a the In framework. paper, this sets generalisation answer | In this paper, we present a noise-tolerant generalisation of the learning from answer sets framework. | 38,771 |
AG models source the is available. code proposed publicly for The | The source code for the proposed AG models is publicly available. | 38,772 |
is of technology Artificial and transformation. the technological intelligence (AI) core industrial revolution | Artificial intelligence (AI) is the core technology of technological revolution and industrial transformation. | 38,773 |
work, this survey intelligence. financial we In on studies existing | In this work, we survey existing studies on financial intelligence. | 38,774 |
with much spatial fewer effective CapsNet parameters. has been proved modeling features in | CapsNet has been proved effective in modeling spatial features with much fewer parameters. | 38,775 |
number is misery found The of has routing be to optimal which procedure manually. | The optimal number of routing procedure is misery which has to be found manually. | 38,776 |
implement We "convolutional" of version "full-connected" and both G-CapsNet of version G-CapsNet. | We implement both "full-connected" version of G-CapsNet and "convolutional" version of G-CapsNet. | 38,777 |
achieves similar MNIST the as papers. dataset a G-CapsNet performance in the in original | G-CapsNet achieves a similar performance in the dataset MNIST as in the original papers. | 38,778 |
layers. capsule stacking possibility we multiple of also Besides, explored | Besides, we also explored possibility of stacking multiple capsule layers. | 38,779 |
on modular detailed a ontology We ontology patterns. based modeling for provide example design | We provide a detailed example for modular ontology modeling based on ontology design patterns. | 38,780 |
that results outperforms the Experimental method methods. proposed conventional reveal demosaicking | Experimental results reveal that the proposed method outperforms conventional demosaicking methods. | 38,781 |
get feature better employing representations by learn pyramids. usually multi-scale object detectors State-of-the-art results to | State-of-the-art object detectors usually learn multi-scale representations to get better results by employing feature pyramids. | 38,782 |
in-place, end-to-end reconfiguration and the local global attention lightweight, and Both trainable. are | Both the global attention and local reconfiguration are lightweight, in-place, and end-to-end trainable. | 38,783 |
using and build learning detect classify model heart deep a We disease to $X-ray$. | We build a deep learning model to detect and classify heart disease using $X-ray$. | 38,784 |
datasets. data We several from collect and hospitals public | We collect data from several hospitals and public datasets. | 38,785 |
management current conservation. tourism biodiversity achieving approaches Our are not | Our current tourism management approaches are not achieving biodiversity conservation. | 38,786 |
insulin and sensitivity. of Peroxisome gamma proliferator-activated controllers ligand-activated (PPAR{\gamma}) metabolic are various actions receptors | Peroxisome proliferator-activated receptors gamma (PPAR{\gamma}) are ligand-activated controllers of various metabolic actions and insulin sensitivity. | 38,787 |
is (S-AOG) indoor And-Or to spatial attributed An graph proposed scenes. represent | An attributed spatial And-Or graph (S-AOG) is proposed to represent indoor scenes. | 38,788 |
in are nodes which grammar the a The terminal S-AOG model, entities. is object probabilistic | The S-AOG is a probabilistic grammar model, in which the terminal nodes are object entities. | 38,789 |
required. So, pixel pixel no is calculation by complex | So, no complex pixel by pixel calculation is required. | 38,790 |
through different Potential tested is features medical dataset. and established of proposed | Potential of proposed features is tested and established through different medical dataset. | 38,791 |
in and vision applications tasks. wide have Dense cues depth important computer various are | Dense depth cues are important and have wide applications in various computer vision tasks. | 38,792 |
maps obtained hardware its sparse depth generally limitation. of However, by LIDAR are because | However, depth maps obtained by LIDAR are generally sparse because of its hardware limitation. | 38,793 |
depth incorporated the improve could be to performance. RGB features further completion Additional | Additional RGB features could be incorporated to further improve the depth completion performance. | 38,794 |
there growing for to is a moving automatically need Accordingly, techniques images. classify | Accordingly, there is a growing need for techniques to automatically classify moving images. | 38,795 |
processes hybridization. Phylogenetic such networks for to trees modeling allow as phylogenetic reticulate extend evolutionary | Phylogenetic networks extend phylogenetic trees to allow for modeling reticulate evolutionary processes such as hybridization. | 38,796 |
parallel in discuss structures. population the genetics efforts inferring community at aimed similar also We | We also discuss parallel efforts in the population genetics community aimed at inferring similar structures. | 38,797 |
we research Finally, highlight major for directions area. in future this | Finally, we highlight major directions for future research in this area. | 38,798 |
and important recently extensively. investigated issue is an been has removal Rain streak | Rain streak removal is an important issue and has recently been investigated extensively. | 38,799 |
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