image imagewidth (px) 50 15.2k | ground_truth stringlengths 40 8.19k |
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\begin{tabular}{lccc}[NEWLINE]\toprule[NEWLINE]Model&Molecule&$\mu$&$\nu$\\[NEWLINE]\midrule[NEWLINE]Power-LawModel&Hemoglobin&$(A\sigma_s^\alpha)^{1/\beta}$&1\\[NEWLINE]PoreModel&Hemoglobin&$\frac{\kappa}{1-Hct}\frac{A_p(\alpha)}{V_{RBC}}$&$1-Hct$\\[NEWLINE]DrugModel&e.g.,Everolimus&0&$c_S^0$\\[NEWLINE]\bottomrule[NEW... | |
\begin{tabular}{clcccc}[NEWLINE]\toprule[NEWLINE]&&\multicolumn{4}{c}{Inflowrate}\\[NEWLINE]&&$\SI{2.5}{L/min}$&$\SI{4.5}{L/min}$&$\SI{6}{L/min}$&$\SI{7}{L/min}$\\[NEWLINE]\midrule[NEWLINE]rotor&$\SI{2500}{rpm}$&C1&&C4&\\[NEWLINE]speed&$\SI{3500}{rpm}$&C2&C3&C5&C6\\[NEWLINE]\bottomrule[NEWLINE]\end{tabular} | |
\begin{tabular}{|l|c|c|}[NEWLINE]\hline[NEWLINE]DatasetType&\#Datasets&Duration\\\hline\hline[NEWLINE]Training&11&22min28.440s\\[NEWLINE]Testing&3&5min8.485s\\[NEWLINE]Validation&4&4min40.990s\\[NEWLINE]Total&17&32min17.915s\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|l|c|c|}[NEWLINE]\hline[NEWLINE]Hyper-parameter&Searchedvalues\\\hline[NEWLINE]NumberofGRUlayers&\textbf{1},2,3\\[NEWLINE]Neuronsperlayer&16,\dots\textbf{64}\dots256\\[NEWLINE]Inputstepsfortrainingsample&20\dots\textbf{300}\dots500\\[NEWLINE]Outputstepsfortrainingsample&100\dots\textbf{200}\dots1000\\[N... | |
\begin{tabular}{|c|c|c|c|c|c|c|}[NEWLINE]\hline[NEWLINE]\multirow{2}{*}{State}&\multicolumn{2}{c|}{Baseline}&\multicolumn{2}{c|}{RNN-1}&\multicolumn{2}{c|}{RNN-2}\\[NEWLINE]\cline{2-7}[NEWLINE]&RMSE&\%Error&RMSE&\%Error&RMSE&\%Error\\\hline[NEWLINE]$v_x$&0.779&5.95&0.141&\textbf{0.94}&0.159&1.06\\[NEWLINE]$v_y$&0.898&5... | |
\begin{tabular}{|c|c|}[NEWLINE]\hline[NEWLINE]\textbf{Symbols}&\textbf{Definitions}\\[NEWLINE]\hline[NEWLINE]$N_r$&Numberofreceiverantennas\\[NEWLINE]\hline[NEWLINE]$N_t$&Numberoftransmitterantennas\\[NEWLINE]\hline[NEWLINE]$N_{sc}$&Numberofsub-carriers\\[NEWLINE]\hline[NEWLINE]$N_{cp}$&LengthofCyclicPrefix(CP)\\[NEWLI... | |
\begin{tabular}{lccccc}[NEWLINE]\textbf{DetectionFramework}&\textbf{TrainingSymbols}&\textbf{$\eta$(\%)}&\textbf{TrainingEpochs}&\textbf{TrainingBER}&\textbf{TestingBER}\\[NEWLINE]\hline[NEWLINE]\textbf{TimeRC~\cite{zhou2019}}&\multirow{4}{*}{$4$}&\multirow{4}{*}{$23.5$}&\multirow{4}{*}{N/A}&\num{2e-3}&\num{9e-2}\\[NEW... | |
\begin{tabular}{lccc}[NEWLINE]\hline[NEWLINE]&{Withoutribs}&{Withribs}&{Augmentedribs}\\[NEWLINE]\hline[NEWLINE]Fundamental&23.4ns&23.4ns&23.5ns\\[NEWLINE]Harmonic&15.1ns&16.2ns&16.2ns\\[NEWLINE]\end{tabular} | |
\begin{tabular}{lccc}[NEWLINE]\hline[NEWLINE]&{Noribs}&{Ribs}&{Augmentedribs}\\[NEWLINE]\hline[NEWLINE]Fundamental&-35.6dB&-35.4dB&-32.7dB\\[NEWLINE]Secondharmonic&-51.3dB&-51.2dB&-48.9dB\\[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|c|}\hline[NEWLINE]$\tilden$&$\left\|y-\tildey\right\|_{L^2}/\left\|y\right\|_{L^2}$&$\mathcal{EB}$\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]$1$&$5.10$e$-03$&$1.55$e$-02$\\[NEWLINE]$4$&$2.02$e$-03$&$6.18$e$-03$\\[NEWLINE]$10$&$7.01$e$-04$&$2.17$e$-03$\\[NEWLINE]$15$&$3.95$e$-04$&$1.23$e$-03$\\[NEWLIN... | |
\begin{tabular}{|c|c|c|c|}\hline[NEWLINE]&\multicolumn{3}{c}{$\left\|y-\tildey\right\|_{L^2}/\left\|y\right\|_{L^2}$}\vline\\[NEWLINE]\hline[NEWLINE]$\tilden$&$c=0.6$&$c=1.1$&$c=2$\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]$1$&$5.23$e$-03$&$5.27$e$-03$&$5.47$e$-03$\\[NEWLINE]$4$&$2.06$e$-03$&$2.09$e$-03$&$2.22$e$-03$\\[N... | |
\begin{tabular}{|c|c|c|c|}\hline[NEWLINE]&\multicolumn{3}{c}{$\left\vert\mathbbEf(y(T))-\mathbbEf(\tildey(T))\right\vert/\left\vert\mathbbEf(y(T))\right\vert$}\vline\\[NEWLINE]\hline[NEWLINE]$\tilden$&$K=0.9\;\langle\mathbf1,x_0\rangle_2$&$K=\langle\mathbf1,x_0\rangle_2$&$K=1.1\;\langle\mathbf1,x_0\rangle_2$\\[NEWLINE]... | |
\begin{tabular}{|c|c|c|}\hline[NEWLINE]$\tilden$&Value$\tildeu$ofBermudanoptionreducedsystem&$\mathbb{E}\left[\sup_{t\in\mathcal{J}}\abs{f(y(t))-f(\tilde{y}(t))}\right]$\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]$1$&$0.99173$&$0.079619$\\[NEWLINE]$2$&$0.99260$&$0.049844$\\[NEWLINE]$3$&$0.99313$&$0.025734$\\[NEWLINE]$4$&$... | |
\begin{tabular}{c|p{9mm}|p{9mm}p{10mm}p{13mm}p{9mm}p{9mm}|p{8mm}}\hline%\toprule[NEWLINE]\textbf{Models}&$\textbf{OA}$&\textbf{Surface}&\textbf{Building}&\textbf{Low-veg}&\textbf{Tree}&\textbf{Car}&\textbf{mF1}\\\hline\hline%\midrule[NEWLINE]%&&&\\[-1em][NEWLINE]ONE\_7\cite{audebert2016semantic}&0.898&0.910&0.945&\text... | |
\begin{tabular}{c|p{9mm}|p{9mm}p{9mm}p{11mm}p{9mm}p{9mm}|p{9mm}}\hline%\toprule[NEWLINE]%\textbf{Models}&$\textbf{OA}$&\textbf{Surface}&\textbf{Building}&\textbf{Low-veg}&\textbf{Tree}&\textbf{Car}&\textbf{mF1}\\\hline\hline%\midrule[NEWLINE]%%&&&\\[-1em][NEWLINE]%DDCM-R50&\textbf{0.908}&\textbf{0.929}&\textbf{0.969}&\... | |
\begin{tabular}{llll}[NEWLINE]Country/Region&Confirmed&Deaths&Recovered\\[NEWLINE]\hline[NEWLINE]China&80573&3042&53888\\[NEWLINE]SouthKorea&6593&42&135\\[NEWLINE]Iran&4747&124&913\\[NEWLINE]Italy&4636&197&523\\[NEWLINE]Germany&670&0&17\\[NEWLINE]France&653&9&12\\[NEWLINE]Japan&420&6&46\\[NEWLINE]Spain&400&5&2\\[NEWLIN... | |
\begin{tabular}{llll}[NEWLINE]Country/Region&Confirmed&Deaths&Recovered\\[NEWLINE]\hline[NEWLINE]Vietnam&16&0&16\\[NEWLINE]Macau&10&0&10\\[NEWLINE]Cambodia&1&0&1\\[NEWLINE]Nepal&1&0&1\\[NEWLINE]SriLanka&1&0&1\\[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|c|c|c|}[NEWLINE]\hline[NEWLINE]Tissue&Speed&Density&Attenuation&Nonlinearity\\[NEWLINE]~&m/s&kg/m$^3$&dB/MHz/cm&B/A\\\hline[NEWLINE]fat&1479&937&0.4&9.6\\[NEWLINE]liver&1570&1064&0.5&7.6\\[NEWLINE]muscle&1566&1070&0.15&9\\[NEWLINE]connective&1613&1120&0.5&8\\[NEWLINE]blood&1520&1000&0.005&5\\[NEWLI... | |
\begin{tabular}{|c|c|}[NEWLINE]\hline[NEWLINE]Transducer&Value\\[NEWLINE]Parameter&\\\hline[NEWLINE]Centerfreq.&2.0MHz\\[NEWLINE]Width&3.25cm\\[NEWLINE]Elevation&1.625cm\\[NEWLINE]Numberofcycles&2.5\\[NEWLINE]Txpressure&0.2MPa\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|}[NEWLINE]\hline[NEWLINE]Simulation&Value\\[NEWLINE]Parameter&\\\hline[NEWLINE]Depth(x)&9.3cm\\[NEWLINE]Lateral(y)&3.9cm\\[NEWLINE]Elevation(z)&2.2cm\\[NEWLINE]Stepsize($\Deltax$)&$\lambda/15$\\[NEWLINE]Stepsize($\Deltat$)&$\Deltax/2.5c_0$\\[NEWLINE]Points&$600\times10^6$\\[NEWLINE]Timesteps&$13\ti... | |
\begin{tabular}{|c|c|c|}[NEWLINE]%\hline[NEWLINE]%Differentialimprovement&Fundamental&Harmonic\\\hline[NEWLINE]%$\Delta$1$^{\mathrm{st}}$sidelobe&1.0dB&0.2dB\\[NEWLINE]%$\Delta$2$^{\mathrm{nd}}$sidelobe&4.0dB&1.5dB\\[NEWLINE]%\hline[NEWLINE]%\end{tabular} | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]&Fundamental&Harmonic\\\hline[NEWLINE]lateral&23.4ns&16.2ns\\[NEWLINE]elevation&23.5ns&12.5ns\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{rcllrcllrcll}[NEWLINE]$C_m$&=&$6.5\times10^{-2}$&($\mu{\rmF}),$&\qquad[NEWLINE]$g_{\rms}$&=&$1950$&(${\rmnS}$),&\qquad[NEWLINE]$g_{\rmh}$&=&$52$&(${\rmnS}$),\\[NEWLINE]$g_{\rmNa}$&=&$325$&(${\rmnS}$),&\qquad[NEWLINE]$g_{\rmK}$&=&$354.9$&(${\rmnS}$),&\qquad[NEWLINE]$g_{\rml}$&=&$65$&(${\rmnS}$).\\[NEWLIN... | |
\begin{tabular}{|r|rrr|rrr|}[NEWLINE]\hline[NEWLINE]&\multicolumn{6}{c|}{$k$}\\[NEWLINE]\hline[NEWLINE]&\multicolumn{3}{c|}{Adaptive$\alpha$forlinearmodel}&\multicolumn{3}{c|}{Adaptive$\alpha$(PP2014)}\\[NEWLINE]\hline[NEWLINE]r&\multicolumn{1}{c}{2}&\multicolumn{1}{c}{5}&\multicolumn{1}{c|}{10}&\multicolumn{1}{c}{2}&\... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]&\multicolumn{3}{c|}{$k$}\\[NEWLINE]\hline[NEWLINE]&\multicolumn{1}{c|}{Minimalsample}&\multicolumn{1}{c|}{SimpleCalibration}&\multicolumn{1}{c|}{PBICCalibration}\\[NEWLINE]\hline[NEWLINE]r&\multicolumn{1}{c|}{2}&\multicolumn{1}{c|}{2}&\multicolumn{1}{c|}{2}\\[NEWLINE]\... | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]&\multicolumn{2}{c|}{\%ofsampleswith$0.01<p<0.05$}\\[NEWLINE]\hline[NEWLINE]&\multicolumn{1}{c|}{withoutadjustment}&\multicolumn{1}{c|}{withPBICcalibration}\\[NEWLINE]\hline[NEWLINE]r&\multicolumn{1}{c|}{2-groups}&\multicolumn{1}{c|}{2-group}\\[NEWLINE]\hline[NEWLINE][NEW... | |
\begin{tabular}{ccrrrrrr}[NEWLINE]\hline[NEWLINE]Test&\small{Predictor}&\multicolumn{1}{c}{\smallVar($\cdot$)}&\small{Cor(wt,$\cdot$)}&\multicolumn{1}{c}{b}&p-value&\small{$\alpha_{Simple}$}&\small{$\alpha_{PBIC}$}\\[NEWLINE]\hline[NEWLINE]1&\texttt{sp}&197.1&0.68&8612.9&0.0325&0.0004&0.0134\\[NEWLINE]2&\texttt{hp}&323... | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]n&\multicolumn{1}{c|}{AdaptiveAlphaviaPBIC}&\multicolumn{1}{c|}{AdaptiveAlphaviaBIC}\\[NEWLINE]\hline[NEWLINE]$10$&0.0457&0.0149\\[NEWLINE]$20$&0.0367&0.0100\\[NEWLINE]$30$&0.0338&0.0079\\[NEWLINE]$40$&0.0319&0.0070\\[NEWLINE]$50$&0.0307&0.0059\\[NEWLINE]$100$&0.0282&0.00... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]&&AdaptivealphaviaPBIC&AdaptivealphaviaBIC\\[NEWLINE]\hline[NEWLINE]$n_1$&$n_2$&\multicolumn{1}{c|}{$\sigma^2_1=14$,$\sigma^2_2=140$}&$n=n_1+n_2$\\[NEWLINE]\hline[NEWLINE][NEWLINE][NEWLINE]10&$10$&0.0159&0.0099\\[NEWLINE]10&$100$&0.0111&0.0038\\[NEWLINE]10&$500$&0.0104&... | |
\begin{tabular}{lll}[NEWLINE]%\hline\noalign{\smallskip}[NEWLINE]%first&second&third\\[NEWLINE]%\noalign{\smallskip}\hline\noalign{\smallskip}[NEWLINE]%number&number&number\\[NEWLINE]%number&number&number\\[NEWLINE]%\noalign{\smallskip}\hline[NEWLINE]%\end{tabular} | |
\begin{tabular}{|l|r|r|r|r|r|r|}[NEWLINE]%\toprule[NEWLINE]%\multicolumn{7}{|c|}{UIQI}\\[NEWLINE]%\midrule[NEWLINE]%Method&\multicolumn{1}{c|}{5}&\multicolumn{1}{c|}{6}&\multicolumn{1}{c|}{7}&\multicolumn{1}{c|}{8}&\multicolumn{1}{c|}{9}&\multicolumn{1}{c|}{10}\\[NEWLINE]%\midrule[NEWLINE]%BayesSparse&7.90&7.93&9.58&9.... | |
\begin{tabular}{|l|r|r|}[NEWLINE]\toprule[NEWLINE]Perf&\multicolumn{1}{l|}{Proposed}&\multicolumn{1}{l|}{BayesSparse}\\[NEWLINE]\midrule[NEWLINE]PSNR(dB)&\textbf{61.41}&57.65\\[NEWLINE]\midrule[NEWLINE]RMSE($10^{-2}$)&\textbf{4.58}&5.08\\[NEWLINE]\midrule[NEWLINE]UIQI($10^{-1}$)&6.70&\textbf{6.88}\\[NEWLINE]\midrule[NE... | |
\begin{tabular}{|l|c|c|}[NEWLINE]\toprule[NEWLINE]Perf.Metrics&\multicolumn{1}{l|}{Proposed}&\multicolumn{1}{l|}{BayesSparse}\\[NEWLINE]\midrule[NEWLINE]PSNR(dB)&\textbf{23.35}&18.95\\[NEWLINE]\midrule[NEWLINE]RMSE($10^{-2}$)&\textbf{6.80}&11.30\\[NEWLINE]\midrule[NEWLINE]UIQI($10^{-1}$)&\textbf{3.06}&{2.23}\\[NEWLINE]... | |
\begin{tabular}{|p{1.2cm}<{\centering}||p{0.9cm}<{\centering}|p{0.9cm}<{\centering}|p{0.9cm}<{\centering}|p{0.5cm}<{\centering}|p{0.5cm}<{\centering}|p{0.5cm}<{\centering}|}[NEWLINE]%\begin{tabular}{|c||c|c|c|}[NEWLINE]\hline[NEWLINE]Methods&RMSE&Rel&$\delta$1&$\delta$2&$\delta$3\\[NEWLINE]\hline[NEWLINE]PSMNet&2.4107&... | |
\begin{tabular}{|p{4.0cm}<{\centering}||p{1cm}<{\centering}|}[NEWLINE]%\begin{tabular}{|c||c|c|c|}[NEWLINE]\hline[NEWLINE]Methods&mIoU\\[NEWLINE]\hline[NEWLINE]SDNet\cite{ochs2019sdnet}&51.15\\[NEWLINE]SGDepth\cite{klingner2020self}&53.04\\[NEWLINE]SSMA\cite{valada19ijcv}&54.76\\[NEWLINE]SSMA+OurSCADCdepth&\textbf{61.5... | |
\begin{tabular}{L{1.15cm}C{1.70cm}C{1.70cm}C{0.75cm}C{0.75cm}}[NEWLINE]\toprule[1.2pt][NEWLINE][NEWLINE]\multirow{2}{*}{Method}&\multicolumn{2}{c}{Accuracy}&\multirow{2}{*}{NIQE}&\multirow{2.5}{*}{\tabincell{c}{$L_1$dist.\\toORI}}\\[NEWLINE]\cmidrule(lr){2-3}[NEWLINE]&ResNet50&DenseNet201\\[NEWLINE][NEWLINE]\midrule[NE... | |
\begin{tabular}{L{0.25cm}L{0.25cm}L{0.25cm}C{1.55cm}C{1.55cm}C{0.75cm}C{0.75cm}}[NEWLINE]\toprule[1.2pt][NEWLINE]\multicolumn{3}{c}{HybridLoss}&\multicolumn{2}{c}{Accuracy\tnote{1}}&\multirow{2}{*}{NIQE}&\multirow{2.5}{*}{\tabincell{c}{$L_1$dist.\\toORI}}\\[NEWLINE]\cmidrule(lr){1-3}\cmidrule(l){4-5}[NEWLINE]$L_{es}$&$... | |
\begin{tabular}{ccccccc}[NEWLINE]\hline[NEWLINE]$k^2=2$&$k^1=1$&$k^1=2$&$k^1=3$&$k^1=4$&$k^1=5$&$k^1=6$\\[NEWLINE]\hline[NEWLINE]PursuerWins&48.5&47.6&51.7&50.9&51.2&51.1\\[NEWLINE]~~DuetoCapture&36.4&38.2&45.3&43.1&42.7&42.9\\[NEWLINE]\end{tabular} | |
\begin{tabular}{ccccccc}[NEWLINE]\hline[NEWLINE]$k^1=2$&$k^2=1$&$k^2=2$&$k^2=3$&$k^2=4$&$k^2=5$&$k^2=6$\\[NEWLINE]\hline[NEWLINE]EvaderWins&47.5&52.4&53.8&52.9&53.2&53.1\\[NEWLINE]~~DuetoEvasion&35.6&42.2&45.3&44.5&44.7&44.2\\[NEWLINE]\end{tabular} | |
\begin{tabular}{c|ccccc|}[NEWLINE]\cline{2-6}[NEWLINE]\multicolumn{1}{c|}{}&RRMSE&RAE&RB&RW&Cov.\\\hline[NEWLINE]\multicolumn{1}{|c|}{MAN}&0.296&0.236&-0.009&0.879&95.88\\[NEWLINE]\multicolumn{1}{|c|}{MDN}&0.265&0.209&-0.022&0.756&97.94\\[NEWLINE]\multicolumn{1}{|c|}{MDC}&0.283&0.217&0.014&0.878&100.00\\\hline[NEWLINE]... | |
\begin{tabular}{c|cc|cc|cc|cc|}[NEWLINE]\cline{2-9}[NEWLINE]&\multicolumn{2}{c|}{35\%}&\multicolumn{2}{c|}{50\%}&\multicolumn{2}{c|}{65\%}&\multicolumn{2}{c|}{80\%}\\\hline[NEWLINE]\multicolumn{1}{|c|}{$m$}&$m_1$&$m_2$&$m_1$&$m_2$&$m_1$&$m_2$&$m_1$&$m_2$\\\hline[NEWLINE]\multicolumn{1}{|c|}{30}&10&20&15&15&20&10&24&6\\... | |
\begin{tabular}{|c|l|ccccc|}[NEWLINE]\cline{1-1}\cline{3-7}[NEWLINE]$m$&&RRMSE&RAE&RB&RW&Cov.\\\hline[NEWLINE]\multirow{5}{*}{30}&MD$_{35\%}$&0.334&0.263&-0.030&1.027&100.00\\[NEWLINE]&MD$_{50\%}$&0.335&0.267&-0.052&1.010&100.00\\[NEWLINE]&MD$_{65\%}$&0.343&0.278&-0.082&1.030&100.00\\[NEWLINE]&MD$_{80\%}$&0.350&0.287&-... | |
\begin{tabular}{|c|ccccc|}[NEWLINE]\hline[NEWLINE]Percentageofnonemptynetworkssampled&1&2&3&4&5\\\hline[NEWLINE]Disaggregatedmodel&35.4&44.0&18.0&2.2&0.4\\[NEWLINE]Aggregatedmodel&36.4&48.0&13.6&2.0&0.0\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{c|cc|cc|cc|cc|cc|}[NEWLINE]\cline{2-11}[NEWLINE]&\multicolumn{10}{|c|}{Numberofnetworkssampled}\\\cline{2-11}[NEWLINE]&\multicolumn{2}{c|}{1}&\multicolumn{2}{c|}{2}&\multicolumn{2}{c|}{3}&\multicolumn{2}{c|}{4}&[NEWLINE]\multicolumn{2}{c|}{5}\\\cline{2-11}[NEWLINE]&MD&MA&MD&MA&MD&MA&MD&MA&MD&MA\\\hline[... | |
\begin{tabular}{c|ccccc|}[NEWLINE]\cline{2-6}[NEWLINE]\multicolumn{1}{c|}{}&RRMSE&RAE&RB&RW&Cov.\\\hline[NEWLINE]\multicolumn{1}{|c|}{Disaggregatedmodel}&0.845&0.580&0.448&2.362&99.2\\[NEWLINE]\multicolumn{1}{|c|}{Aggregatedmodel}&0.987&0.780&0.687&2.359&49.4\\[NEWLINE]\multicolumn{1}{|c|}{Raj'sestimator}&1.018&1.018&0... | |
\begin{tabular}{c|ccc|ccc|}[NEWLINE]\cline{2-7}[NEWLINE]&$T$&$\alpha$&$\beta$&$T$&$\alpha$&$\beta$\\[NEWLINE]\cline{2-7}[NEWLINE]&\multicolumn{3}{c|}{$(\alpha,\beta)=(0.10,0.10)$}&\multicolumn{3}{c|}{$(\alpha,\beta)=(0.10,0.15)$}\\[NEWLINE]\hline[NEWLINE]\multicolumn{1}{|c|}{RRMSE}&0.306&0.352&0.562&0.321&0.340&0.467\\... | |
\begin{tabular}{c|ccccc|}[NEWLINE]\cline{2-6}[NEWLINE]&\multicolumn{5}{|c|}{Numberofnetworkssampled}\\\hline[NEWLINE]\multicolumn{1}{|c|}{Parameter}&1&2&3&4&5\\\hline[NEWLINE]\multicolumn{1}{|c|}{$\alpha$}&-2.04&0.96&-0.53&-0.90&0.94\\[NEWLINE]\multicolumn{1}{|c|}{$\beta$}&-2.18&1.50&1.14&0.20&0.54\\[NEWLINE]\multicolu... | |
\begin{tabular}{ccc}[NEWLINE]\hline[NEWLINE]Physicalquantity&Minimumvalue&Maximumvalue\\\hline[NEWLINE]R(cm)&$10^{11}$&$10^{16}$\\[NEWLINE]B(G)&$10^{0}$&$10^{5}$\\[NEWLINE]$\gamma_{\rmp,max}$&$10^{3}$&$10^{9}$\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{cc|cc}[NEWLINE]\toprule[NEWLINE]\#shots&Method&BaseAP50&NovelAP50\\\midrule[NEWLINE]\multirow{5}{*}{3}&FRCN+ft-full~\cite{yan2019meta}&63.6&32.8\\[NEWLINE]&MetaR-CNN~\cite{yan2019meta}&64.8&35.0\\%\cmidrule{2-4}[NEWLINE]&Trainbaseonly(OurImpl.)&\textbf{80.8}&9.0\\[NEWLINE]&FRCN+ft-full(OurImpl.)&66.1&29... | |
\begin{tabular}{l|cc|cc}[NEWLINE]\toprule[NEWLINE]\multirow{2}{*}{Model}%&\multirow{2}{*}{Backbone}[NEWLINE]&\multicolumn{2}{c|}{novelAP}&\multicolumn{2}{c}{novelAP75}\\[NEWLINE]&10&30&10&30\\\midrule[NEWLINE]FSRW\small{~\cite{kang2019few}}&5.6&9.1&4.6&7.6\\[NEWLINE]MetaDet\small{~\cite{wang2019meta}}&7.1&11.3&6.1&8.1\... | |
\begin{tabular}{ccccc|ccc}[NEWLINE]%\toprule[NEWLINE]\multirow{2}{*}{Dataset}&\multirow{2}{*}{Init.}&\multicolumn{3}{c|}{BaseAP}&\multicolumn{3}{c}{NovelAP}\\[NEWLINE]&&1&3&10&1&3&10\\\midrule[NEWLINE]PASCALVOC&Random&\textbf{51.2}&52.6&\textbf{52.8}&\textbf{15.6}&\textbf{25.0}&\textbf{29.4}\\[NEWLINE](split3)&Novel&50... | |
\begin{tabular}{ccccc|ccc}[NEWLINE]%\toprule[NEWLINE]&&\multicolumn{3}{c|}{BaseAP}&\multicolumn{3}{c}{NovelAP}\\[NEWLINE]Dataset&Scale&1&3&10&1&3&10\\\midrule[NEWLINE]&10&51.0&\textbf{52.8}&52.7&9.9&24.9&19.4\\[NEWLINE]PASCALVOC&20&\textbf{51.2}&52.6&\textbf{52.8}&\textbf{15.6}&\textbf{25.0}&\textbf{29.4}\\[NEWLINE](sp... | |
\begin{tabular}{|l|c|c|c|}[NEWLINE]\hline[NEWLINE]\textbf{Matcher}&\textbf{LFW}&\textbf{AgeDB}&\textbf{CFP-FP}\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]ArcFace\cite{deng2019arcface}-Real&99.78\%&98.40\%&97.1\%\\[NEWLINE]\textbf{ArcFace-Recon}&\textbf{99.13\%}&\textbf{93.53\%}&\textbf{89.03\%}\\[NEWLINE]\hline[NEWLINE]Fa... | |
\begin{tabular}{cccccc}[NEWLINE]Task&ForceDirection&PFPN&Gaussian&DISCRETE&GMM\\[NEWLINE]\toprule[NEWLINE]\multicolumn{2}{l}{\textit{Humanoid}}&&&&\\[NEWLINE]\midrule[NEWLINE]\multirow{2}{*}{Walk}[NEWLINE]&Forward&$\mathbf{588}$&$512$&$340$&$373$\\[NEWLINE]&Sideway&$\mathbf{602}$&$560$&$420$&$417$\\[NEWLINE]\midrule[NE... | |
\begin{tabular}{ll}[NEWLINE]Parameter&Value\\[NEWLINE]\toprule[NEWLINE]learningrate&$1\cdot10^{-4}$\\[NEWLINE]resamplinginterval&20environmentepisodes\\[NEWLINE]deadparticledetectionthreshold($\epsilon)$&0.0015\\[NEWLINE]discountfactor($\gamma$)&$0.95$\\[NEWLINE]cliprange(DPPO)&0.2\\[NEWLINE]GAEdiscountfactor(DPPO,A3C,... | |
\begin{tabular}{lllrr}[NEWLINE]\hline[NEWLINE]Model&Name&Parameters&WAIC&LOO\\\hline[NEWLINE]3PL&traditional3PLmodel&$\eta_l$,$\alpha_l$,$\theta_i$,$\beta_l$,$\beta_j=0$&94,396.2&94,443.9\\[NEWLINE]3PLUS&spatial3PLmodel&$\eta_j$,$\alpha_j$,$\theta_i$,$\beta_j\sim\textrm{CAR}(W,D,\tau)$and$\beta_l=0$&86,153.3&86,205.8\\... | |
\begin{tabular}{lrrrrrrrr}[NEWLINE]Parameter&Rhat&n\_eff&mean&sd&se\_mean&2.5\%&50\%&97.5\%\\\hline[NEWLINE]$b_\textrm{Intercept}$&1.0012&3614&-0.2905&0.0786&0.0013&-0.4452&-0.2912&-0.1376\\[NEWLINE]$b_\textrm{model3PLUS}$&1.0006&3035&-0.4437&0.0429&0.0008&-0.5275&-0.4439&-0.3602\\[NEWLINE]$b_\textrm{neli}$&1.0003&5022... | |
\begin{tabular}{rllrrrrr}[NEWLINE]\hline[NEWLINE]¶m&id&mean&sd&med&$q_{2.5}$&$q_{97.5}$\\[NEWLINE]\hline[NEWLINE]1&diff\_species\_3&baboon&-0.802&0.229&-0.807&-1.251&-0.331\\[NEWLINE]2&diff\_species\_24&hyenaStriped&2.007&0.734&1.902&0.842&3.697\\[NEWLINE]3&diff\_species\_26&impossible&4.535&0.614&4.495&3.433&5.898... | |
\begin{tabular}{|c||c|c|c|c|c|}[NEWLINE]\hline[NEWLINE]\textit{l}&$\vectP_1$--$P_{1}$&$\vectP_2$--$P_{1}$&$\vectP_3$--$P_{2}$&$\vectP_4$--$P_{3}$&$\vectP_5$--$P_{4}$\\\hline[NEWLINE]1&0.84227&0.98940&0.98996&0.98999&0.99045\\[NEWLINE]2&0.73001&0.98312&0.98247&0.98346&0.98534\\[NEWLINE]3&0.65410&0.97322&0.97363&0.97583&... | |
\begin{tabular}{l|c|c|c}[NEWLINE]\hline[NEWLINE]&Clean&RandAdv&GridAdv\\\hline[NEWLINE]Standard&80.63&8.82&0.09\\\hline[NEWLINE]RT($\lambda=0.15$)&85.24&64.45&41.23\\[NEWLINE]SRT($\lambda=0.15$)&$\bm{88.04}$&$\bm{78.03}$&$\bm{62.97}$\\\hline[NEWLINE]RT($\lambda=0.20$)&85.71&66.43&44.28\\[NEWLINE]SRT($\lambda=0.20$)&$\b... | |
\begin{tabular}{l|c|c|c}[NEWLINE]\hline[NEWLINE]&Clean&RandAdv&GridAdv\\\hline[NEWLINE]Standard&97.19&71.00&40.49\\\hline[NEWLINE]RT($\lambda=0.15$)&98.47&92.88&72.85\\[NEWLINE]SRT($\lambda=0.15$)&$\bm{98.61}$&$\bm{96.85}$&$\bm{91.52}$\\\hline[NEWLINE]RT($\lambda=0.20$)&98.33&93.66&76.68\\[NEWLINE]SRT($\lambda=0.20$)&$... | |
\begin{tabular}{ccc}[NEWLINE]\toprule[NEWLINE]StandardTraining&Worst-of-$k$,KLR,AT,TRADES&UAT,RST,SRT\\\midrule[NEWLINE]$\mathcal{O}\left(N\cdotI_o\right)$&$\mathcal{O}\left(N\cdotI_i\cdotI_o\right)$&$\mathcal{O}\left((N+M)\cdotI_i\cdotI_o\right)$\\\bottomrule[NEWLINE]\end{tabular} | |
\begin{tabular}{c|c|ccc|c}[NEWLINE]\hline[NEWLINE]&Clean&GridAdv&GridAdv.T&GridAdv.R&Time(mins)\\\hline[NEWLINE]Worst-of-$k$&82.02&54.80&69.45&68.22&1,654\\[NEWLINE]KLR&85.40&56.28&72.71&71.04&1,697\\\hline[NEWLINE]SRT&88.87&64.83&78.47&77.24&1,573\\[NEWLINE]fastSRT&89.21&64.81&78.57&77.24&855\\\hline[NEWLINE]\end{tabu... | |
\begin{tabular}{c|c|cccccc|c}[NEWLINE]\hline[NEWLINE]&Clean&FGSM&PGD&MI-FGSM&JSMA&C\&W&DDNA&Time(mins)\\\hline[NEWLINE]AT&77.17&50.35&37.37&36.97&10.80&33.42&20.87&895\\[NEWLINE]TRADES&76.72&51.98&40.20&39.79&11.90&36.09&22.37&10,94\\\hline[NEWLINE]SRT&78.46&59.34&48.66&48.24&16.99&43.33&27.71&2,916\\[NEWLINE]fastSRT&8... | |
\begin{tabular}{llll}[NEWLINE]\hline[NEWLINE]Dataset&Classscore&Litterscore&Ratioscore\\[NEWLINE]\hline[NEWLINE]TACO\_1&15.9$\pm$1.0&26.2$\pm$1.0&26.1$\pm$1.0\\[NEWLINE]TACO\_10&17.6$\pm$1.6&18.4$\pm$1.5&19.4$\pm$1.5\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{lccccc}[NEWLINE]\hline[NEWLINE]%after\\:\hlineor\cline{col1-col2}\cline{col3-col4}...[NEWLINE]\textbf{k}&\textbf{Result}&\textbf{MeanSquareError}&\textbf{TrueValue}&\textbf{Difference}&\textbf{\%Error}\\[NEWLINE]\hline[NEWLINE]1&5.9740&0.01689567&5.821608&0.152458&0.0261\%\\[NEWLINE]2&5.8622&0.01158859&... | |
\begin{tabular}{m{0.19\textwidth}lllllllllm{0.2\textwidth}}[NEWLINE]\hline[NEWLINE]\multirow{2}{0.19\textwidth}{\centering\textbf{Inputparameter}}&\multirow{2}{4em}{\centering\textbf{Unit}}&\multirow{2}{4em}{\centering\textbf{Hardcoal}}&\multirow{2}{4em}{\centering\textbf{CCGT}}&\multirow{2}{4em}{\centering\textbf{OCGT... | |
\begin{tabular}{lC{1.5cm}C{1.5cm}C{1.5cm}C{1.5cm}C{1.5cm}C{1.5cm}}[NEWLINE]\toprule[NEWLINE]\cmidrule(lr){2-7}&[NEWLINE]1-3&4-6&7-9&10-12&13+&All\\[NEWLINE]\midrule[NEWLINE](\#ofsamples)&7,393&28,170&42,635&30,625&8,764&117,587\\[NEWLINE]\midrule[NEWLINE]%&\multicolumn{6}{c}{(\#ofrooms)/(\#ofedgeconnectionsperroom)}\\[... | |
\begin{tabular}{lC{1.5cm}C{1.5cm}C{1.5cm}C{1.5cm}C{1.5cm}C{1.5cm}}[NEWLINE]\toprule[NEWLINE]&\multicolumn{6}{c}{(\#ofrooms)/(\#ofedgeconnectionsperroom)}\\[NEWLINE]\cmidrule(lr){2-7}Roomtype&[NEWLINE]1-3&4-6&7-9&10-12&13+&All\\[NEWLINE]\midrule[NEWLINE]%&\multicolumn{2}{c}\\[NEWLINE]%\cmidrule(lr){2-6}[NEWLINE]LivingRo... | |
\begin{tabular}{lccccccccccc}[NEWLINE]\toprule[NEWLINE]&\multicolumn{1}{c}{Realism$(\uparrow)$}&\multicolumn{5}{c}{Diversity$(\downarrow)$}&\multicolumn{5}{c}{Compatibility$(\downarrow)$}\\[NEWLINE]%[NEWLINE]\cmidrule(lr){2-2}\cmidrule(lr){3-7}\cmidrule(lr){8-12}Model&[NEWLINE]Allgroups&1-3&4-6&7-9&10-12&13+&1-3&4-6&7-... | |
\begin{tabular}{lC{1.33cm}C{1.33cm}C{1.33cm}C{1.33cm}C{1.33cm}C{1.33cm}}[NEWLINE]%Model&\rot{CNN-only}&\rot{GCN}&\rot{Ashual\etal}&\rot{Johnson\etal}&\rot{House-GAN}&\rot{Ground-truth}\\[NEWLINE]%\toprule[NEWLINE]%CNN-only&&-0.8/-0.8&-0.5/-0.4&-0.5/-0.2&-0.7/-0.5&-0.7/-0.8\\[NEWLINE]%GCN&0.2/0.4&&0.2/0.4&0.1/0.6&-0.1/0... | |
\begin{tabular}{lcccccc}[NEWLINE]%Model&\rot{CNN-only}&\rot{GCN}&\rot{Ashual\etal}&\rot{Johnson\etal}&\rot{House-GAN}&\rot{Ground-truth}\\[NEWLINE]%\toprule[NEWLINE]%CNN-only&&-0.80/-0.76&-0.53/-0.38&-0.50/-0.20&-0.67/-0.52&-0.73/-0.76\\[NEWLINE]%GCN&0.23/0.40&&0.17/0.40&0.07/0.60&-0.05/-0.04&-0.08/-0.20\\[NEWLINE]%Ash... | |
\begin{tabular}{lrrrrrrrrrr}[NEWLINE]%\toprule[NEWLINE]%Model&\multicolumn{5}{c}{Editdistance}&\multicolumn{5}{c}{FID}\\[NEWLINE]%\cmidrule(lr){2-6}\cmidrule(lr){7-11}&[NEWLINE]%\{1-3\}&\{4-6\}&\{7-9\}&\{10-12\}&\{13+\}&\{1-3\}&\{4-6\}&\{7-9\}&\{10-12\}&\{13+\}\\[NEWLINE]%\midrule[NEWLINE]%CNN-only&0.40&3.13&8.13&15.85... | |
\begin{tabular}{|c|c|c|c|c|c|}[NEWLINE]\hline[NEWLINE]$k$&$1$&$2$&$3$&$4$&$5$\\\hline[NEWLINE]$\CB^+_{i,k}(\*A)$&$4$&$2$&$2$&$0$&$0$\\\hline[NEWLINE]$\NNV^+_{i,k}(\*A)$&$2$&$2$&$2$&$1$&$0$\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{c||c|c|c|c|c|c|c}[NEWLINE]\hline[NEWLINE]&$m_u$&$m_d$&$m_s$&$G_s$&$G_T$&$G_D$&$\Lambda$\\[NEWLINE]&[/GeV]&[/GeV]&[/GeV]&[/GeV$^{-2}$]&[/GeV$^{-2}$]&[/GeV$^{-5}$][NEWLINE]&[/GeV][NEWLINE]\\\hline[NEWLINE]ModelO&0.0055&0.0055&0.1375&5.5&$2G_s$\(=11.0)&0&0.6314\\[NEWLINE]\hline[NEWLINE]ModelI&0.0055&0.0055... | |
\begin{tabular}{cccccc}[NEWLINE]\hline[NEWLINE]Characteristic&HE&ME&LE\\[NEWLINE]\hline[NEWLINE]Energyrange(keV)&28-250&10-35&1-10\\[NEWLINE]Energyresolution&18$\%$@60\,keV&13.6$\%$@22\,keV&1.5$\%$@6.4\,keV\\[NEWLINE]Timeresolution(us)&2&6.4&10\\[NEWLINE]FOV&$1.1^{\circ}\times5.7^{\circ}$&$1^{\circ}\times4^{\circ}$&$1.... | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]No.&Energy(keV)&Intensity(\%)\\[NEWLINE]\hline[NEWLINE]1&25.25&1.31\\[NEWLINE]\hline[NEWLINE]2&27.75&2.98\\[NEWLINE]\hline[NEWLINE]3&28.25&1.14\\[NEWLINE]\hline[NEWLINE]4&29.25&8.82\\[NEWLINE]\hline[NEWLINE]5&30.25&25.44\\[NEWLINE]\hline[NEWLINE]6&30.55&0.93\\[NEWLINE]\hl... | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]Lines&Energy(keV)&FitRange(keV)\\[NEWLINE]\hline[NEWLINE]Mg,Al&1.355,1.475&1.20--1.60\\[NEWLINE]\hline[NEWLINE]Si&1.861&1.62--2.04\\[NEWLINE]\hline[NEWLINE]S&2.456&2.12--2.74\\[NEWLINE]\hline[NEWLINE]S,Ar&2.899,3.133&2.69--3.31\\[NEWLINE]\hline[NEWLINE]Ca&3.892&3.55--4.21... | |
\begin{tabular}{ccccccc}[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&Exposure&Observation&$N_{bias}$&$N_{scatter}$&$\Gamma_{bias}$&$\Gamma_{scatter}$\\[NEWLINE]&×&&\\[NEWLINE]\hline[NEWLINE]&500s-1000s&18&0.6\%&5.2\%&0.003\%&0.7\%\\[NEWLINE]&1000s-2000s&56&1.7\%&4.3\%&0.16\%&0.6\%\\[NEWLINE]HE&2000s-3000s&79&2.4\%&3.6\... | |
\begin{tabular}{c|ccc}[NEWLINE]\hline[NEWLINE]Methods&P(\%)&R(\%)&F(\%)\\[NEWLINE]\hline\hline[NEWLINE]SegLink$^{*}$\citep{shi2017detecting}&66.0&64.7&65.3\\[NEWLINE]CTD+TLOC$^{*}$\citep{liu2019curved}&73.8&60.8&66.6\\[NEWLINE]PixelLink$^{*}$\citep{deng2018pixellink}&74.5&75.0&74.7\\[NEWLINE]SegLink++\citep{tang2019det... | |
\begin{tabular}{c|ccc}[NEWLINE]\hline[NEWLINE]DepthofGCN&P(\%)&R(\%)&F(\%)\\[NEWLINE]\hline\hline[NEWLINE]1&85.5&82.5&84.0\\[NEWLINE]2&86.2&82.4&84.2\\[NEWLINE]3&86.2&\textbf{83.3}&\textbf{84.8}\\[NEWLINE]4&\textbf{86.5}&82.5&84.5\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{c|ccc}[NEWLINE]\hline[NEWLINE]DepthofeachMLP&P(\%)&R(\%)&F(\%)\\[NEWLINE]\hline\hline[NEWLINE]1&85.0&82.8&83.9\\[NEWLINE]2&\textbf{86.2}&\textbf{83.3}&\textbf{84.8}\\[NEWLINE]3&86.0&82.9&84.4\\[NEWLINE]4&86.0&82.5&84.2\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{lccc}[NEWLINE]Model&EM&F1\\\hline[NEWLINE]BERT-base\cite{devlin2018}&80.80&88.50\\[NEWLINE]TRANS/BERT(ours)&83.04&90.05\\[NEWLINE]BLSTM(ours)&75.99&83.43\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{llccc}[NEWLINE]&Model&EM&F1\\\hline[NEWLINE]&TRANS-BLSTM-1&84.87&91.52\\[NEWLINE]&TRANS-BLSTM-2&84.75&91.53\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|}%{\hsize}{@{}@{\extracolsep{\fill}}lllllllllllll@{}}%������ÿһ�еĿ��ȣ�ǿ��ת����{p{3cm}|p{3cm}|p{3cm}|p{3cm}|p{3cm}}[NEWLINE]\hline[NEWLINE]Location&aUniversityCampus\\%��&���ָ���Ԫ��������\\��ʾ������һ��[NEWLINE]\hline%��һ�����ߣ������ľͶ���һ���ˣ�����һ����4������[NEWLINE]Numberofsamples&760,000\\[NEWLINE... | |
\begin{tabular}{c|ccccc}[NEWLINE]%\hline[NEWLINE]%Traces&Status&EmpiricalPDF&Mean(ms)&STD(ms)&Median(ms)\\[NEWLINE]%\hline[NEWLINE]%\multirow{2}*{T1}&Fixed&\begin{minipage}{0.1\textwidth}[NEWLINE]%[NEWLINE]%\includegraphics[width=20mm,height=9.8mm]{hustfixed.eps}[NEWLINE]%[NEWLINE]%\end{minipage}&43.9350&24.7486&37.269... | |
\begin{tabular}{ccccc}[NEWLINE]\hline[NEWLINE]Status&EmpiricalPDF&Mean(ms)&STD(ms)&Median(ms)\\[NEWLINE]\hline[NEWLINE]Fixed&\begin{minipage}{0.12\textwidth}[NEWLINE][NEWLINE]\includegraphics[width=20mm,height=12mm]{Figures//hustfixed.eps}[NEWLINE][NEWLINE]\end{minipage}&43.9350&24.7486&37.2690\\[NEWLINE]\hline[NEWLINE... | |
\begin{tabular}{ll}[NEWLINE]%\toprule[NEWLINE]%Symbol&Definition\\[NEWLINE]%\midrule[NEWLINE]%$X$&Datasetconsistsofend-user-latency\\[NEWLINE]%$\mathbb{KR}(F,G)$&Kantorovich-Rubinstein(KR)distancebetweenCDF$F$andCDF$G$\\[NEWLINE]%$L_i$&The$i$thregion\\[NEWLINE]%$T_j$&The$j$thtimeperiod\\[NEWLINE]%$X_{ij}$&Latencyinarea... | |
\begin{tabular}{l|cccc}[NEWLINE]&All&HC&Glove&Sent\\\hline[NEWLINE]All&0.1238&\textbf{0.0853}&0.0875&0.1207\\[NEWLINE]Bible&0.6648&\textbf{0.0888}&0.0911&---\\[NEWLINE]Biomed&0.2954&\textbf{0.0908}&0.0939&---\\[NEWLINE]Europarl&0.1982&\textbf{0.0801}&0.0879&---\\[NEWLINE][NEWLINE]\end{tabular} | |
\begin{tabular}{ccccccc}[NEWLINE]\toprule[NEWLINE]\multirow{2}{*}{Dataset}&\multirow{2}{*}{$\rmN_{obj}$}&\multirow{2}{*}{$\rmN_{pred}$}&\multicolumn{2}{c}{TrainingSet}&\multicolumn{2}{c}{TestSet}\\[NEWLINE]&&&$\rmN_{img}$&$\rmN_{rel}$&$\rmN_{img}$&$\rmN_{rel}$\\[NEWLINE]\midrule[NEWLINE]VRD&100&70&3780&8.03&954&8.00\\[... | |
\begin{tabular}{ccccc}[NEWLINE]\toprule[NEWLINE]\multirow{2}{*}{Method}&\multicolumn{2}{c}{K=1}&\multicolumn{2}{c}{K=70}\\[NEWLINE]&Rec@50&Rec@100&Rec@50&Rec@100\\[NEWLINE]\midrule[NEWLINE]$\rmF_b$&38.07&38.07&80.82&90.01\\[NEWLINE]$\rmF_c$&48.77&48.77&86.68&93.79\\[NEWLINE]$\rmF_v$&51.75&51.75&89.94&95.92\\[NEWLINE]$\... | |
\begin{tabular}{cccccc}[NEWLINE]\toprule[NEWLINE]\multirow{2}{*}{K}&\multirow{2}{*}{Method}&\multicolumn{2}{c}{PhraseDet.}&\multicolumn{2}{c}{RelaitonshipDet.}\\[NEWLINE]&&Rec@50&Rec@100&Rec@50&Rec@100\\[NEWLINE]\midrule[NEWLINE]\multirow{4}{*}{1}&Baseline&23.25&28.25&17.53&21.08\\[NEWLINE]%&$\rmPrior_{rw}$&23.96&29.51... | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]Parameter&Description&Value\\\hline\hline[NEWLINE][NEWLINE]$\mathcal{R}^*$&DataRate&$1$$Gbps$to$10$$Gbps$\\\hline[NEWLINE]$\mathcal{B}$&AvailableBandwidth&$10$$GHz$\\\hline[NEWLINE][NEWLINE]$\mathcal{P}_o$&TotalPower&$0$$dBm$\\\hline[NEWLINE]$\mathcal{P}_t$&TransmitPowera... | |
\begin{tabular}{c|c|c|c|c|c|c}[NEWLINE]\toprule[NEWLINE]Model&Dual&Set5&Set14&BSDS100&Urban100&Manga109\\[NEWLINE]\hline[NEWLINE]\multirow{2}[0]{*}{DRN-S}&\xmark&32.53&28.76&27.68&26.54&31.21\\[NEWLINE]&$\checkmark$&\textbf{32.68}&\textbf{28.93}&\textbf{27.78}&\textbf{26.84}&\textbf{31.52}\\[NEWLINE]\hline[NEWLINE]\mul... | |
\begin{tabular}{c|ccccc}[NEWLINE]\toprule[NEWLINE]\multirow{1}[0]{*}{$\lambda$}&0.001&0.01&0.1&1.0&10\\[NEWLINE]\hline[NEWLINE]PSNRonSet5&32.57&32.61&\textbf{32.67}&32.51&32.37\\[NEWLINE]\bottomrule[NEWLINE]\end{tabular} | |
\begin{tabular}{c|c|c|c|c|c}[NEWLINE]\toprule[NEWLINE]Method&Set5&Set14&BSDS100&Urban100&Manga109\\[NEWLINE]\hline[NEWLINE]SRResNet&32.26&28.53&27.61&26.24&31.03\\[NEWLINE]SRResNet+Dual&\textbf{32.47}&\textbf{28.77}&\textbf{27.70}&\textbf{26.58}&\textbf{31.24}\\[NEWLINE]\bottomrule[NEWLINE]\end{tabular} | |
\begin{tabular}{c|c|c|c|c|c|c}[NEWLINE]\toprule[NEWLINE]Method&MAdds&Set5&Set14&BSDS100&Urban100&Manga109\\[NEWLINE]\hline[NEWLINE]DRN-SwithdualHR&51.20G&32.69&28.93&27.79&26.85&31.54\\[NEWLINE]DRN-S(Ours)&25.60G&32.68&28.93&27.78&26.84&31.52\\[NEWLINE]\bottomrule[NEWLINE]\end{tabular} | |
\begin{tabular}{c|c|c|c|c|c}[NEWLINE]\toprule[NEWLINE]DegradationMethod&Set5&Set14&BSDS100&Urban100&Manga109\\[NEWLINE]\hline[NEWLINE]Nearest&24.60&23.03&\textbf{23.60}&\textbf{20.61}&21.46\\[NEWLINE]Bicubic&\textbf{24.62}&\textbf{23.07}&{23.59}&{20.57}&\textbf{21.52}\\[NEWLINE]\bottomrule[NEWLINE]\end{tabular} | |
\begin{tabular}{crrccrccccc}[NEWLINE]\hline&&&\multicolumn{4}{c}{$\mathcal{P}_{\alpha}$}&\multicolumn{4}{c}{$\mathcal{P}_1$}\\[NEWLINE][-2pt]\cmidrule(l{0.7em}r{0.7em}){4-7}\cmidrule(l{0.7em}r{0.6em}){8-11}\\[-11pt][NEWLINE]$N_t$&$h$&DoF&\texttt{Iter}&\texttt{CPU}&\texttt{TRR}&\texttt{Err}[NEWLINE]&\texttt{Iter}&\textt... | |
\begin{tabular}{crrccccccrc}[NEWLINE]\hline&&&\multicolumn{4}{c}{$\mathcal{P}_{\alpha}$}&\multicolumn{4}{c}{$\mathcal{P}_1$}\\[NEWLINE][-2pt]\cmidrule(l{0.7em}r{0.7em}){4-7}\cmidrule(l{0.7em}r{0.6em}){8-11}\\[-11pt][NEWLINE]$N_t$&$h$&DoF&\texttt{Iter}&\texttt{CPU}&\texttt{TRR}&\texttt{Err}[NEWLINE]&\texttt{Iter}&\textt... |
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