image imagewidth (px) 50 15.2k | ground_truth stringlengths 40 8.19k |
|---|---|
\begin{tabular}{lllll}[NEWLINE]\hline[NEWLINE]\textbf{IntelCPUs}&\textbf{NVidiaGPUs}&\textbf{ARM}&\textbf{IBM}&\textbf{AMD}\tabularnewline[NEWLINE]\hline[NEWLINE]Sandy/IvyBridge&Kepler&ThunderX&BluegeneQ&AMDCPUs\tabularnewline[NEWLINE]Haswell&Maxwell&ARMv8.0&Power7&\tabularnewline[NEWLINE]Skylake&Pascal&ARMv8.1&Power8&... | |
\begin{tabular}{lllll}[NEWLINE]\hline\noalign{\smallskip}[NEWLINE]%\toprule[NEWLINE]Parameter&Afferents&Interneurons\\%\colrule[NEWLINE]\noalign{\smallskip}\hline\noalign{\smallskip}[NEWLINE]$C_m$&\SI{2.0}{\nano\farad}&\SI{50}{\pico\farad}\\[NEWLINE]$G_{leak}$&\SI{500}{\nano\siemens}&\SI{3}{\nano\siemens}\\[NEWLINE]$E_... | |
\begin{tabular}{cccccc}[NEWLINE]%\toprule[NEWLINE]%&&FP&FN&DET&F1\\[NEWLINE]%\cmidrule{3-6}[NEWLINE]%\multirow{2}{*}{\textbf{C2}}&LR&0.67&96.82&3.18&4.76\\[NEWLINE]%&GNN&0.01&0.97&99.03&99.37\\[NEWLINE]%\multirow{2}{*}{\textbf{P2P}}&LR&7.89&99.02&0.98&0.43\\[NEWLINE]%&GNN&0.01&0.49&99.51&99.58\\[NEWLINE]%\bottomrule[NE... | |
\begin{tabular}{ccccc}[NEWLINE]\toprule[NEWLINE]&&FP&FN&DET\\[NEWLINE]\cmidrule{3-5}[NEWLINE]\multirow{3}{*}{\textsc{C2}}&LR&0.67&96.82&3.18\\[NEWLINE]&GNN-2&0.00&1.00&0.00\\[NEWLINE]&GNN&0.01&0.97&99.03\\[NEWLINE]\midrule[NEWLINE]\multirow{3}{*}{\textsc{P2P}}&LR&7.89&99.02&0.98\\[NEWLINE]&GNN-2&0.00&99.92&0.08\\[NEWLI... | |
\begin{tabular}{ccccc}[NEWLINE]%\hline[NEWLINE]%\hline[NEWLINE]%&\multicolumn{2}{c}{2ndlargesteigenvalue}&\multicolumn{2}{c}{Averagedistance}\\[NEWLINE]%&1000&10000&1000&10000\\[NEWLINE]%\hline[NEWLINE]%deBruijn&0.7162&0.7493&2.77&3.76\\[NEWLINE]%Kademlia&0.9536&0.9458&5.51&6.94\\[NEWLINE]%Chord&0.9987&0.9997&18.78&20.... | |
\begin{tabular}{lcccr}[NEWLINE]%\toprule[NEWLINE]%Dataset&Naive&Flexible&Better?\\[NEWLINE]%\midrule[NEWLINE]%Breast&95.9$\pm$0.2&96.7$\pm$0.2&$\surd$\\[NEWLINE]%Cleveland&83.3$\pm$0.6&80.0$\pm$0.6&$\times$\\[NEWLINE]%Glass2&61.9$\pm$1.4&83.8$\pm$0.7&$\surd$\\[NEWLINE]%Credit&74.8$\pm$0.5&78.3$\pm$0.6&\\[NEWLINE]%Horse... | |
\begin{tabular}{l|c}[NEWLINE]%HMMtype&Improvement\\[NEWLINE]%\hline[NEWLINE]%HMM-4&19\%\\[NEWLINE]%HMM-6&42\%\\[NEWLINE]%HMM-8&58\%\\[NEWLINE]%HMM-10&46\%\\[NEWLINE]%Average&41\%[NEWLINE]%\end{tabular} | |
\begin{tabular}{l|c}[NEWLINE]%HMM-type&Improvement\\[NEWLINE]%\hline[NEWLINE]%HMM-4&11\%\\[NEWLINE]%HMM-6&16\%\\[NEWLINE]%HMM-8&23\%\\[NEWLINE]%HMM-10&27\%\\[NEWLINE]%Average&19\%[NEWLINE]%\end{tabular} | |
\begin{tabular}{lcc}\hline\vspace{-1.7mm}&&\\\vspace{1mm}[NEWLINE]Modulation&EVM($\%$)&EVM(dB)\\\hline&&\vspace{-2mm}\\[NEWLINE]16-QAM&12.5&-18\\[NEWLINE]64-QAM&8&-22\\&&\vspace{-2.75mm}\\\hline[NEWLINE]%256-QAM&3.5&-29.4\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{lc}\hline\vspace{-1.7mm}&\\\vspace{1mm}[NEWLINE]Frequencyband&ACLR($\text{dBc}$)\\\hline&\vspace{-2mm}\\[NEWLINE]24.25-33.4(GHz)&28\\[NEWLINE]37-52.6(GHz)&26\\&\vspace{-2.75mm}\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{lp{0.2cm}S[table-number-alignment=right]lp{0.1cm}SS}[NEWLINE]\hline\hline[NEWLINE]$A$&&\multicolumn{2}{c}{$\delta\nu^{60,A}$/MHz}&&{$\dmscr^{60,A}$/fm$^2$}&{$R_\mathrm{c}$/fm}\\[NEWLINE]\hline[NEWLINE]58&&-509.1(25)&\,\,\,\,\,[42]&&-0.275(7)&3.770(2)\\[NEWLINE]60&&0.0&&&0.0&3.806(2)\\[NEWLINE]61&&280.8(... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]&Square&Plate&Total\\[NEWLINE]Sample&Dimension&Thickness&Mass\\[NEWLINE]&(mm)&(mm)&(g)\\[NEWLINE]\hline[NEWLINE]McMaster&152.4&5&1250\\[NEWLINE]Aurubis&101.6&2($\times3$)&568\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{ccc}[NEWLINE]\hline[NEWLINE]MJD&mag&$\sigma$\\[NEWLINE]\hline[NEWLINE]53505.21965&13.034&0.06\\[NEWLINE]53767.31269&13.214&0.05\\[NEWLINE]53767.31765&13.204&0.05\\[NEWLINE]53767.32261&13.214&0.05\\[NEWLINE]53767.32757&13.214&0.05\\[NEWLINE]53860.36368&13.244&0.05\\[NEWLINE]53860.37032&13.264&0.05\\[NEWL... | |
\begin{tabular}{c|c|c}[NEWLINE]Abbreviation&Approximationspace&Hyper-reduction\\[NEWLINE]\hline[NEWLINE]Adp-SS-ROM&$\mcalX_m(z)$&online-adaptive(see\Cref{sec:hypadp})\\[NEWLINE]\hline[NEWLINE]N-Adp-SS-ROM&$\mcalX_m(z)$&non-adaptive(see\Cref{sec:hypnon-adp})\\[NEWLINE]\hline[NEWLINE]SS-ROM&$\mcalX_m(z)$&none\\[NEWLINE]\... | |
\begin{tabular}{c|c|c|c|c}[NEWLINE]&N-Adp-SS-ROM&Adp-SS-ROM&SS-ROM&S-ROM\\[NEWLINE]\hline[NEWLINE]$E(N_\mu,N_t)$&$1.95\times10^{30}$&$0.22$&$0.11$&$1.07$[NEWLINE]\end{tabular} | |
\begin{tabular}{c|c|c}[NEWLINE]&\multicolumn{2}{c}{$E(N_\mu,N_t)$}\\[NEWLINE]\hline[NEWLINE]$n$$(\%N_x)$&Adp-SS-ROM&N-Adp-SS-ROM\\[NEWLINE]\hline[NEWLINE]$100$(10)&$0.13$&\underline{$5.6\times10^{27}$}\\[NEWLINE]\hline[NEWLINE]$200$(20)&$0.11$&\underline{$1.1\times10^{26}$}\\[NEWLINE]\hline[NEWLINE]$400$(40)&$0.11$&\un... | |
\begin{tabular}{c|c|c|c|c}[NEWLINE]&N-Adp-SS-ROM&Adp-SS-ROM&SS-ROM&S-ROM\\[NEWLINE]\hline[NEWLINE]$E(N_\mu,N_t)$&$1$&$0.19$&$0.18$&$0.84$[NEWLINE]\end{tabular} | |
\begin{tabular}{c|c|c|c|c}[NEWLINE]&N-Adp-SS-ROM&Adp-SS-ROM&SS-ROM&S-ROM\\[NEWLINE]\hline[NEWLINE]$E(N_\mu,N_t)$&$18.75\times10^{3}$&$0.29$&$0.21$&$1.06$[NEWLINE]\end{tabular} | |
\begin{tabular}{|r|c|c|}[NEWLINE][NEWLINE]%\multicolumn{1}{c|}{}&\multicolumn{4}{c|}{MW1}&\multicolumn{4}{c|}{MW2}&\multicolumn{4}{c}{MW8}\\[NEWLINE][NEWLINE]\hline[NEWLINE][NEWLINE]$n$&Median&Interquartilerange\\[NEWLINE][NEWLINE]\hline[NEWLINE][NEWLINE]200&$6.99\cdot10^{-4}$&$3.46\cdot10^{-4}$\\[NEWLINE][NEWLINE]\hli... | |
\begin{tabular}{|r|c|c|c|c|c|c|}[NEWLINE]%\multicolumn{1}{c|}{}&\multicolumn{4}{c|}{MW1}&\multicolumn{4}{c|}{MW2}&\multicolumn{4}{c}{MW8}\\[NEWLINE]\hline[NEWLINE]$(r,m-r)$&Mean$\hath_{LO}$&SD$\hath_{LO}$&Mean$\hath_{CV}$&SD$\hath_{CV}$&Mean$\hath_{KL}$&SD[NEWLINE]$\hath_{KL}$\\[NEWLINE]\hline[NEWLINE]$(200,300)$&0.320... | |
\begin{tabular}{|l|c|c|c|}[NEWLINE]%\multicolumn{1}{c|}{}&\multicolumn{4}{c|}{MW1}&\multicolumn{4}{c|}{MW2}&\multicolumn{4}{c}{MW8}\\[NEWLINE]\hline[NEWLINE]&P\'olyatree:Normal&P\'olyatree:Cauchy&\\[NEWLINE]Setting&basedistribution&basedistribution&CVBF\\[NEWLINE]\hline[NEWLINE]Scalechange&3.87&4.25&3.39\\[NEWLINE]\hli... | |
\begin{tabular}{ccccc}[NEWLINE]\hline[NEWLINE]$$TrainingSize1&TrainingSize2&TrainingSize3&TrainingSize4&TrainingSize5\\[NEWLINE][NEWLINE]1000&2000&3000&4000&5000\\[NEWLINE]\hline[NEWLINE]315.626816&276.528732&231.051167&201.645194&182.201332\\[NEWLINE]\hline[NEWLINE]241.768886&253.465869&235.792813&200.283283&190.46330... | |
\begin{tabular}{ccccc}[NEWLINE]\hline[NEWLINE]$$TrainingSize1&TrainingSize2&TrainingSize3&TrainingSize4&TrainingSize5\\[NEWLINE]1000&2000&3000&4000&5000\\[NEWLINE]\hline[NEWLINE]-202.687708&-103.398273&-59.832436&-70.917170&-41.128011\\[NEWLINE]\hline[NEWLINE]-234.199598&-197.738096&-69.573026&-47.048713&-50.052904\\[N... | |
\begin{tabular}{lcl}[NEWLINE]\hline[NEWLINE]Parameter&Value&Comment\\[NEWLINE]\hline[NEWLINE]$E({B-V})$[mag]&0.68$\pm$0.02&fitted\\[NEWLINE]$T_\text{eff}$[kK]&35$\pm$0.5&fitted\\[NEWLINE]$d$[kpc]&2.5$\pm$0.2&from\citet{BJ2018}\\[NEWLINE]$\log(L_\star/$L$_\odot)$&5.4$\pm$0.1&fitted\\[NEWLINE]$R_\star$[R$_\odot$]&15.3$\p... | |
\begin{tabular}{lcccccc}[NEWLINE]\toprule[NEWLINE]&\multicolumn{3}{c}{DeterministicSparsification}&\multicolumn{3}{c}{StochasticSparsification}\\[NEWLINE]Upper-Bound&$\mu$-convex&convex&nonconvex&$\mu$-convex&convex&nonconvex\\[NEWLINE]%\midrule[NEWLINE]%$\epsilon$-measure&$F(x^i){-}F^{\star}$&$F(x^i){-}F^{\star}$&$||\... | |
\begin{tabular}{lcccccc}[NEWLINE]\toprule[NEWLINE]&\multicolumn{3}{c}{DeterministicSparsification}&\multicolumn{3}{c}{StochasticSparsification}\\[NEWLINE]Upper-Bound&$\mu$-convex&convex&nonconvex&$\mu$-convex&convex&nonconvex\\[NEWLINE]%\midrule[NEWLINE]%$\epsilon$-measure&$F(x^i){-}F^{\star}$&$F(x^i){-}F^{\star}$&$||\... | |
\begin{tabular}{lcccc}[NEWLINE]\toprule[NEWLINE]Algorithm&$\epsilon$-measure&GD&$T$-SGD&$T$-SGDWC\\\midrule[NEWLINE][NEWLINE]strongly-convex&$F(x^i){-}F^{\star}$[NEWLINE]&$\kappa\log({\epsilon_0}/{\epsilon})$[NEWLINE]&$({1}/{\bar{\alpha}_T})\kappa\log({\epsilon_0}/{\epsilon})$[NEWLINE]&$({d}/{T})\kappa\log({\epsilon_0}... | |
\begin{tabular}{lcccc}[NEWLINE]\toprule[NEWLINE]Algorithm&$\epsilon$-measure&GD&$T$-SGD&$T$-SGDWC\\\midrule[NEWLINE][NEWLINE]$\mu$-convex&$F(x^i){-}F^{\star}$[NEWLINE]&$\kappa\log(\frac{\epsilon_0}{\epsilon})$[NEWLINE]&$\frac{1}{\bar{\alpha}_T}\kappa\log(\frac{\epsilon_0}{\epsilon})$[NEWLINE]&$\frac{d}{T}\kappa\log(\fr... | |
\begin{tabular}{lrrrr}[NEWLINE]\toprule[NEWLINE]Algorithm&strongly-convex&convex&non-convex\\[NEWLINE]\midrule[NEWLINE]$\epsilon$-measure&$F(x^i){-}F^{\star}$&$F(x^i){-}F^{\star}$&$||\nablaF(x^{i^{\star}})||^2$\\[NEWLINE]\midrule[NEWLINE][NEWLINE]%\multicolumn{4}{l}{IterationComplexity:}\\[NEWLINE][NEWLINE]GD&$\kappa\l... | |
\begin{tabular}{lcccccc}[NEWLINE]\toprule[NEWLINE]&\multicolumn{3}{c}{DeterministicSparsification}&\multicolumn{3}{c}{StochasticSparsification}\\[NEWLINE]Upper-Bound&$\mu$-convex&convex&nonconvex&$\mu$-convex&convex&nonconvex\\[NEWLINE]%\midrule[NEWLINE]%$\epsilon$-measure&$F(x^i){-}F^{\star}$&$F(x^i){-}F^{\star}$&$||\... | |
\begin{tabular}{lrrrrr}[NEWLINE]&UT&TS&IW&TM&Score\\[NEWLINE]\hline[NEWLINE]Min.&2.00&2.00&3.50&1.50&11.50\\[NEWLINE]1stQuartile&17.50&14.50&18.50&9.50&60.00\\[NEWLINE]Median&23.00&18.00&20.50&11.50&71.50\\[NEWLINE]Mean&22.17&16.73&19.42&10.94&69.24\\[NEWLINE]3rdQuartile&28.50&20.50&21.50&12.50&82.50\\[NEWLINE]Max.&34.... | |
\begin{tabular}{ll}[NEWLINE]\hline[NEWLINE]wordembeddingsize&$d=200$\\[NEWLINE]windowsize&$k=[1,2,3,4]$\\[NEWLINE]initiallearningrate&$\alpha=0.001$\\[NEWLINE]dropoutrate&$p=0.5$\\[NEWLINE]regularization&$\lambda=1e-3$\\[NEWLINE]numberoflayer&1\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{llrrr}[NEWLINE]\hline[NEWLINE]{\bfModel}&{\bfTarget}&{\bf$r$}&{\bf$\rho$}&{\bfMSE}\\\hline[NEWLINE]%{\bfFeature-basedModel}\\\hline[NEWLINE]\multirow{4}{*}{QuEst}&UT&0.24&0.25&51.99\\[NEWLINE]&TS&0.08&0.09&29.26\\[NEWLINE]&IW&-0.01&0.01&10.19\\[NEWLINE]&TM&-0.01&0.01&6.07\\\hline[NEWLINE]\multirow{4}{*}... | |
\begin{tabular}{|c|c|c|c|c|}[NEWLINE]\hline[NEWLINE]pol.&$t^3$&$t^2$&$t$&$1$\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]$H_{K^r,1}$&$x-1$&$x^3+9x^2-48x-421$&$x^3-96x^2+2737x-22357$&$x^3+43x^2+355x+121$\\[NEWLINE]\hline[NEWLINE]$\hat{H}_{K^r,2}$&-&$9x^3-238x^2+1361x-2195$&$9x^3-812x^2-45328x-487744$&$9x^3-7549x^2+448286x-5... | |
\begin{tabular}{|c|c|}[NEWLINE]\hline[NEWLINE]coeff.&minimalpol.\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]$t^3$&$x-1$\\[NEWLINE]\hline[NEWLINE]\multirow{4}{*}{$t^2$}&$609125894427130745695834466763740170563639135833980928x^3$\\[NEWLINE]&$+767725829025607378425247292652111581405730035262610432x^2$\\[NEWLINE]&$+3000612220... | |
\begin{tabular}{|c|l|}[NEWLINE]\Xhline{2\arrayrulewidth}[NEWLINE]\multirow{2}{*}{coeff.}&\multirow{2}{*}{\hspace*{8.5cm}$S_4$}\\[NEWLINE]&\\[NEWLINE]\Xhline{2\arrayrulewidth}[NEWLINE]$t^3$&$x-1$\\[NEWLINE]\hline[NEWLINE]\multirow{4}{*}{$t^2$}&$609125894427130745695834466763740170563639135833980928x^3$\\[NEWLINE]&$+7677... | |
\begin{tabular}{|m{4.5cm}|m{3cm}|}\hline[NEWLINE]%\begin{tabular}{|l|l|}\hline[NEWLINE]\textbf{Parameter}&\textbf{Value}\\\hline[NEWLINE]LTVDelay-Dopplerchannelmodel&`ExtendedVehicularA(EVA)'\cite{itu2135}\\\hline[NEWLINE]Dopplerslots($N$)&$16$\\\hline[NEWLINE]Delayslots($M$)&$256$\\\hline[NEWLINE]NumberofNOMAusers&2\\... | |
\begin{tabular}{|m{2.2cm}|m{1.15cm}|m{1.15cm}|m{1.5cm}|}\hline[NEWLINE]%Metric&OTFS-NOMA&OFDM-NOMA&\%Gain\\\hline[NEWLINE]%MeanSE&7.1716&8.6769&-17.34\%\\\hline[NEWLINE]%5\%OutageSE&6.199&5.532&12.05\%\\\hline[NEWLINE]%\end{tabular} | |
\begin{tabular}{|c|c|c|}[NEWLINE]%\hline[NEWLINE]%\multicolumn{2}{|c|}{SNR(dB)}&Modulation\\[NEWLINE]%\hline[NEWLINE]%OTFS&OFDM&\\[NEWLINE]%\hline[NEWLINE]%9.5&10.8&QPSK\\[NEWLINE]%16&18&16QAM\\[NEWLINE]%23&25&64QAM\\[NEWLINE]%\hline[NEWLINE]%\end{tabular} | |
\begin{tabular}{|c|c|c|}[NEWLINE]%\hline[NEWLINE]%Modulation&\multicolumn{2}{|c|}{SNR(dB)}\\[NEWLINE]%\hline[NEWLINE]%&OTFS&OFDM\\[NEWLINE]%\hline[NEWLINE]%QPSK&9.5&10.8\\[NEWLINE]%16QAM&15.8&18\\[NEWLINE]%64QAM&23.5&26\\[NEWLINE]%\hline[NEWLINE]%\end{tabular} | |
\begin{tabular}{lllll}[NEWLINE]&Texts&Words&Lexicon&L10\\[NEWLINE]\hline[NEWLINE]OpenWebText&8653K&8706M&31189K&2425K\\[NEWLINE]ukWac&2542K&1875M&6286K&832K\\[NEWLINE]Wikipedia&2524K&1242M&8168K&1010K\\[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]manifold&tangentsubspaceat$I$&orthogonalsubspaceat$I$\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]symplectic&Hamiltonian&skew-Hamiltonian\\[NEWLINE]perplectic&perskew-Hermitian&per-Hermitian\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]Liegroup&Liealgebra&Jordanalgebra\\[NEWLINE]\... | |
\begin{tabular}{l@{\quad}c@{\quad}c@{\quad}c}[NEWLINE]&Uncoupled&Coupled&\\[NEWLINE]&(IDEE)&(EEG)&\\[NEWLINE]&$\Omega_{\phi,i}$&$M_{*,i}^2,\,\beta$&Section\\[NEWLINE]\hline[NEWLINE]\multirow{2}{*}{Canonical+$\Lambda$}[NEWLINE]&PB,PBS&&\ref{sec:constraints_uncoupled}\\[NEWLINE]&&PB,PBS&\ref{sec:constraints_coupled}\\[NE... | |
\begin{tabular}{lccc}[NEWLINE]\hline\hline[NEWLINE]&$xy$&$xz$&$yz$\\\hline[NEWLINE]$J_\textrm{H}$(inunitsof$t_1$)&$0.8(\pm0.2)$&$1.2(\pm0.2)$&$1.2(\pm0.2)$\\[NEWLINE]$t_2$(inunitsof$t_1$)&$0.5(\pm0.1)$&$0(\pm0.2)$&$0.7(\pm0.1)$\\[NEWLINE]$\Delta_\textrm{CF}$(eV)&1$.87(\pm0.03)$&$2.32(\pm0.03)$&$2.45(\pm0.03)$\\[NEWLINE... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline\hline[NEWLINE]material&$a$(\AA)&$b$(\AA)&$c$(\AA)\\[NEWLINE]\hline[NEWLINE]LaSrAlO$_4$&3.756&3.756&12.617\\[NEWLINE]Ca$_2$CuO$_3$bulk\cite{kondoh1988magnetic}&12.262&3.783&3.263\\[NEWLINE]Ca$_2$CuO$_3$film&12.288&3.758&3.262\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|l|c|}[NEWLINE]\hline[NEWLINE]\textbf{Nameanddescription}&\textbf{Rangeofvalues}\\[NEWLINE]\hline[NEWLINE]Road-distancetointersection&[0m,250m]\\[NEWLINE]Road-distancetotrafficlight&[0m,250m]\\[NEWLINE]Road-distancetopedestriancrossing&[0m,250m]\\[NEWLINE]Road-distancetoyieldsign&[0m,250m]\\[NEWLINE]\hl... | |
\begin{tabular}{p{30mm}cl}[NEWLINE]Metricname&Parameters&Metricdefinition\\[NEWLINE]\hline[NEWLINE]Squarederror&--&$\frac{1}{|V|}\sum\limits_{i\inV}\|a_i-\hat{a}_i\|^2$\\[NEWLINE]Absoluteerror&--&$\frac{1}{|V|}\sum\limits_{i\inV}\|a_i-\hat{a}_i\|_1$\\[NEWLINE]Speed-weightedabsoluteerror&--&$\frac{1}{|V|}\sum\limits_{i\... | |
\begin{tabular}{|c|c|c|c|c|c|c|}[NEWLINE]\hline[NEWLINE]ARTICLE&DATATYPE&INPUTS&OUTPUTS&LOSSES(IL)/\emph{REWARDS(RL)}&EVALUATION&DATA\\[NEWLINE]\hline[NEWLINE][NEWLINE][NEWLINE]Bewley\emph{etal.}&transfers&singlefrontalcamera&steering&1)imagereconstructionloss2)cyclicreconstructionloss&OPEN:\quadMAE,Balanced-MAE&60Kfra... | |
\begin{tabular}{|c|c|c||c|c||c|c||c|c|}[NEWLINE]\hline[NEWLINE]&\multicolumn{4}{c||}{TownI}&\multicolumn{4}{c|}{TownII}\\[NEWLINE]ARTICLE&\multicolumn{2}{c||}{Trainingweather}&\multicolumn{2}{c|}{Newweather}&\multicolumn{2}{c||}{Trainingweather}&\multicolumn{2}{c|}{Newweather}\\[NEWLINE][NEWLINE]&Empty&Dyn.objects&Empt... | |
\begin{tabular}{|c|c|c|c||c|c|c|}[NEWLINE]\hline[NEWLINE]&\multicolumn{3}{c||}{Trainingweather}&\multicolumn{3}{c|}{Newweather}\\[NEWLINE]ARTICLE&Notraffic&Regulartraffic&Densetraffic&Notraffic&Regulartraffic&Densetraffic\\\hline[NEWLINE]Chen\emph{etal.}2019\cite{chen2019learning}&100&96&89&100\%&94\%&85\%\\\hline[NEWL... | |
\begin{tabular}{|c|c|}[NEWLINE]\hline[NEWLINE]\textbf{VSIParameter}&\textbf{Value}\\\hline\hline[NEWLINE]RatedRMSOutputVoltage&$220$(V)\\\hline[NEWLINE]RatedOutputFrequency($\omega_o$)&$2\pi60$(rad/s)\\\hline[NEWLINE]DCLinkVoltage($V_{dc}$)&$500$(V)\\\hline[NEWLINE]SwitchingFrequency&$20$(kHz)\\\hline[NEWLINE]$LC$Filte... | |
\begin{tabular}{|l|c|c|c|c|c|l|}\hline[NEWLINE]&\multicolumn{2}{c|}{RMSE}&\multicolumn{2}{c|}{Runtime(ms)}\\[NEWLINE]&$d=10$&$d=20$&$d=10$&$d=20$\\\hline[NEWLINE]Set-valuedAAA&$6.522\cdot10^{-3}$&$1.707\cdot10^{-3}$&$14.7$&$24.7$\\[NEWLINE]SurrogateAAA&$1.278\cdot10^{-2}$&$2.501\cdot10^{-2}$&$11.6$&$18.5$\\[NEWLINE]VF(... | |
\begin{tabular}{|l|c|c|c|c|c|l|}\hline[NEWLINE]&\multicolumn{2}{c|}{RMSE}&\multicolumn{2}{c|}{Runtime(ms)}\\[NEWLINE]&$d=10$&$d=20$&$d=10$&$d=20$\\\hline[NEWLINE]Set-valuedAAA&$2.258\cdot10^{3}$&$8.564\cdot10^{-2}$&$15.3$&$16.9$\\[NEWLINE]SurrogateAAA&$1.129\cdot10^{0}$&$4.301\cdot10^{0}$&$8.7$&$13.8$\\[NEWLINE]VF(5ite... | |
\begin{tabular}{|l|c|c|c|c|c|l|}\hline[NEWLINE]&\multicolumn{2}{c|}{RMSE}&\multicolumn{2}{c|}{Runtime(ms)}\\[NEWLINE]&$d=10$&$d=20$&$d=10$&$d=20$\\\hline[NEWLINE]Set-valuedAAA&$3.895\cdot10^{-4}$&$5.543\cdot10^{-5}$&$18.8$&$36.5$\\[NEWLINE]SurrogateAAA&$4.662\cdot10^{-4}$&$3.209\cdot10^{-5}$&$14.6$&$24.9$\\[NEWLINE]VF(... | |
\begin{tabular}{|l|c|c|c|c|c|l|}\hline[NEWLINE]&\multicolumn{2}{c|}{RMSE}&\multicolumn{2}{c|}{Runtime(ms)}\\[NEWLINE]&$d=10$&$d=20$&$d=10$&$d=20$\\\hline[NEWLINE]Set-valuedAAA&$2.543\cdot10^{-9}$&$1.258\cdot10^{-10}$&$18.4$&$27.3$\\[NEWLINE]SurrogateAAA&$7.640\cdot10^{-5}$&$3.132\cdot10^{-4}$&$20.7$&$31.8$\\[NEWLINE]VF... | |
\begin{tabular}{|c|Sc|Sc|}[NEWLINE]%{|M{2.5cm}|M{3.2cm}|M{3.2cm}|}[NEWLINE]\hline[NEWLINE]&$d=10$&$d=20$\\[NEWLINE]\hline[NEWLINE]Set-valuedAAA&$1.124\cdot10^{0}$&$1.857\cdot10^{0}$\\[NEWLINE]\hline[NEWLINE]SurrogateAAA&$1.961\cdot10^{0}$&$7.438\cdot10^{-1}$\\[NEWLINE]\hline[NEWLINE]VF(5iter)&$5.556\cdot10^{-1}$&$4.702... | |
\begin{tabular}{|c||c|c||c|c|}[NEWLINE]\hline[NEWLINE]\rm{Bin}&$M_{h}$$[M_{\odot}/h]$&$N_{h}$&$r_{v}$$[{\rmMpc}/h]$&$N_{v}$\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]0&$5.25\times10^{12}$&56414&3.32&15657\\[NEWLINE]\hline[NEWLINE]1&$1.23\times10^{13}$&31453&4.03&11796\\[NEWLINE]\hline[NEWLINE]2&$2.88\times10^{13}$&15913&... | |
\begin{tabular}{|c||c|c|}[NEWLINE]\hline[NEWLINE]\rm{Parameter}&\rm{Abundance}&\rm{Bias}\\[NEWLINE]\hline[NEWLINE]$\beta_h$&0.38&0.08\\[NEWLINE]\hline[NEWLINE]$D_h$&0.23&0.18\\[NEWLINE]\hline[NEWLINE]$\beta_v$&0.09&0.92\\[NEWLINE]\hline[NEWLINE]$D_v$&0.06&0.07\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|c|c|c|c|c|c|c|c|c|c|c|c|c|c|}[NEWLINE]\hline[NEWLINE]A&[NEWLINE]1&4&6&9&12&27&40&56&64&108&119&184&195&197&208\\\hline[NEWLINE]$\sigma_\text{DPS}^{\text{Pb}A}/A$&[NEWLINE]1.36&3.42&3.93&5.93&7.91&13.70&19.25&24.95&27.38&38.59&41.65&54.14&56.60&57.05&59.40\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{|c|c|c|c|}\hline[NEWLINE]{\bf}&{\bfTotal}&{\bfAlgTime}&{\bfIndexIOTime}\\\hline\hline[NEWLINE]NS1:LRU&263.6&117.6&146.0\\\hline[NEWLINE]NS2:Per-Bucket&279.5&260.8&18.7\\\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{lll}[NEWLINE]\hline[NEWLINE]Variable&Description&MPM\\\hline[NEWLINE]\texttt{cSES}&\citet{Vable2017}'schildhoodSEPindex.&$\emptyset$\\[NEWLINE]\texttt{education}&Educationalattainmentinyears.ProxyforearlyadulthoodSEP&\texttt{race,food\_stamp}\\[NEWLINE]\texttt{wealth}&Householdwealthin1998.Proxyforlater... | |
\begin{tabular}{lcccc}[NEWLINE]\toprule[NEWLINE]Technique&SuccessRate&CleanupSteps&Observation&Env\\\midrule[NEWLINE]SoRB&28.0$\pm$6.3\%&400k&Proprio&PointEnv\\[NEWLINE]SoRB+SGM&\textbf{100.0$\pm$.1}\%&400k&Proprio&PointEnv\\\midrule[NEWLINE]SPTM&39.3$\pm$4.0\%&-&Visual&ViZDoom\\[NEWLINE]SPTM+SGM&\textbf{60.7$\pm$4.0\%... | |
\begin{tabular}{lcccc}[NEWLINE]\toprule[NEWLINE]\multirow{2}{*}{Technique}&Easy&Medium&Hard&\multirow{2}{*}{Overall}\\[NEWLINE]&{\small$\leq200$m}&{\small$\leq400$m}&{\small$\leq600$m}&\\\midrule[NEWLINE]Randomactions&58.0\%&21.5\%&12.0\%&30.5\%\\[NEWLINE]Visualcontroller&75.0\%&34.5\%&18.5\%&42.7\%\\[NEWLINE]%[NEWLINE... | |
\begin{tabular}{lc}[NEWLINE]\toprule[NEWLINE]Method&TimetoTakeAction(s)\\\midrule[NEWLINE]SoRB&0.550$\pm$0.220\\[NEWLINE]SGM(ours)&\textbf{0.077$\pm$0.004}\\\bottomrule[NEWLINE]\end{tabular} | |
\begin{tabular}{cccccccccc}[NEWLINE]\hline[NEWLINE]$\text{N}$&$\text{T}$&$\text{NR}$&$\text{PR}$&$\text{NLUT}$&$\text{PLUT}$&$\text{NMULT}$&$\text{PNMULT}$&$t_s$($\text{ns}$)&$R_s$($\text{Msps}$)\\[NEWLINE]\hline[NEWLINE]\multirow{4}{*}{$8$}&$4$&\multirow{4}{*}{$217$}&\multirow{4}{*}{$\approx0.07\%$}&$6339$&$\approx4.2... | |
\begin{tabular}{cccccccccc}[NEWLINE]\hline[NEWLINE]$\text{N}$&$\text{T}$&$\text{NR}$&$\text{PR}$&$\text{NLUT}$&$\text{PLUT}$&$\text{NMULT}$&$\text{PNMULT}$&$t_s$($\text{ns}$)&$R_s$($\text{Msps}$)\\[NEWLINE]\hline[NEWLINE]\multirow{4}{*}{$8$}&$4$&\multirow{4}{*}{$746$}&\multirow{4}{*}{$\approx0.25\%$}&$5326$&$\approx3.5... | |
\begin{tabular}{ccccccccc}[NEWLINE]\hline[NEWLINE]$\text{N}$&$\text{NR}$&$\text{PR}$&$\text{NLUT}$&$\text{PLUT}$&$\text{NMULT}$&$\text{PNMULT}$&$t_s$($\text{ns}$)&$R_s$($\text{Msps}$)\\[NEWLINE]\hline[NEWLINE]$8$&$261$&$\approx0.09\%$&$6834$&$\approx4.53\%$&$49$&$\approx6.38\%$&$92.87$&$10.77$\\[NEWLINE]$10$&$307$&$\ap... | |
\begin{tabular}{ccccccccc}[NEWLINE]\hline[NEWLINE]$\text{N}$&$\text{NR}$&$\text{PR}$&$\text{NLUT}$&$\text{PLUT}$&$\text{NMULT}$&$\text{PNMULT}$&$t_s$($\text{ns}$)&$R_s$($\text{Msps}$)\\[NEWLINE]\hline[NEWLINE]$8$&$790$&$\approx0.26\%$&$5826$&$\approx3.87\%$&$49$&$\approx6.38\%$&$66.08$&$15.13$\\[NEWLINE]$10$&$965$&$\ap... | |
\begin{tabular}{ccc}[NEWLINE]\hline[NEWLINE]$\text{N}$&$\text{T}$&$MSE$(seeEquation\ref{MSEEq})\\[NEWLINE]\hline[NEWLINE]\multirow{4}{*}{$8$}&$4$&\multirow{4}{*}{$2.4\times10^{-6}$}\\[NEWLINE]&$6$&\\[NEWLINE]&$8$&\\[NEWLINE]&$10$&\\[NEWLINE]\hline[NEWLINE]\multirow{4}{*}{$10$}&$4$&\multirow{4}{*}{$1.3\times10^{-7}$}\\[... | |
\begin{tabular}{cccccc}[NEWLINE]\hline[NEWLINE]Setpoint&$0-2\,\text{s}$&$2\,\text{s}-4\,\text{s}$&$4\,\text{s}-6\,\text{s}$&$6\,\text{s}-8\,\text{s}$&$8\,\text{s}-10\,\text{s}$\\[NEWLINE]\hline\noalign{\smallskip}[NEWLINE]$\theta^{sp}_1(n)$(Figure\ref{FigResultsTheta1})&$90\degree$&$0\degree$&$45\degree$&$-45\degree$&$... | |
\begin{tabular}{ccccccccccc}[NEWLINE]\hline[NEWLINE]\multirow{2}{*}{References}&\multirow{2}{*}{IM}&\multirow{2}{*}{NI}&\multirow{2}{*}{NR}&\multirow{2}{*}{NO}&\multirow{2}{*}{NB}&\multirow{2}{*}{Msps}&\multirow{2}{*}{Mflips}&\multirow{2}{*}{Thiswork}&\multicolumn{2}{c}{Speedup}\\[NEWLINE]&&&&&&&&&Msps&Mflips\\[NEWLINE... | |
\begin{tabular}{ccccccccc}[NEWLINE]\hline[NEWLINE]\multirow{2}{*}{References}&\multirow{2}{*}{FPGA}&\multirow{2}{*}{NLC}&\multirow{2}{*}{NMULT}&\multirow{2}{*}{NBitsM}&\multirow{2}{*}{Thiswork}&\multicolumn{3}{c}{$R_{\text{occupation}}$}\\[NEWLINE]&&&&&&NLC&NMULT&NBitsM\\[NEWLINE]\hline[NEWLINE]\multirow{4}{*}{\cite{Pa... | |
\begin{tabular}{cccccccc}[NEWLINE]\hline[NEWLINE]\multirow{2}{*}{References}&\multirow{2}{*}{FPGA}&\multirow{2}{*}{$N^{\text{ref}}_g$}&\multirow{2}{*}{$F^{\text{ref}}_{\text{clk}}$(MHz)}&\multirow{2}{*}{Thiswork}&\multirow{2}{*}{$N^{\text{work}}_g$}&\multirow{2}{*}{$F^{\text{work}}_{\text{clk}}$(MHz)}&\multirow{2}{*}{$... | |
\begin{tabular}{|c||c|}[NEWLINE]%\hline[NEWLINE]%One&Two\\[NEWLINE]%\hline[NEWLINE]%Three&Four\\[NEWLINE]%\hline[NEWLINE]%\end{tabular} | |
\begin{tabular}{lcc}[NEWLINE]\hline\hline[NEWLINE]Model&NDP&BIC\\[NEWLINE]\hline[NEWLINE](1)M1&2&178.5\\[NEWLINE](2)M4&5&164.2\\[NEWLINE](3)M1$\times$M4&7&137.9\\[NEWLINE](4)M1$\times$M4$\times$MX&8&142.3\\[NEWLINE](5)M1$\times$M4$\times$MY&8&143.1\\[NEWLINE](6)M1$\times$M4$\times$(MX+MY)&9&143.7\\[NEWLINE]\hline[NEWLI... | |
\begin{tabular}{|c|c|}[NEWLINE]\hline[NEWLINE]$d=$dim$(\pa\cm)$&Conditions\\[NEWLINE]\hline[NEWLINE]2&Euler$(\pa\cm)=0$\\[NEWLINE]3&--\\[NEWLINE]even$>2$&Weyl$(\pa\cm)=0$\&Euler$(\pa\cm)=0$\\[NEWLINE]odd$>3$&Weyl$(\pa\cm)=0$\\[NEWLINE]\hline[NEWLINE]\end{tabular} | |
\begin{tabular}{rcccccccccccccc}[NEWLINE][NEWLINE]\multicolumn{3}{c}{\footnotesize{\textbf{Cats\&Dogsexperiment}}}\\[NEWLINE][NEWLINE]\toprule[NEWLINE][NEWLINE][NEWLINE]&\multicolumn{1}{c}{\textbf{TrainonTB1}}&\multicolumn{1}{c}{\textbf{TrainonTB2}}\\[NEWLINE][NEWLINE]\cmidrule(r){2-3}\cmidrule(r){4-5}[NEWLINE][NEWLINE... | |
\begin{tabular}{rcccccccccccccc}[NEWLINE][NEWLINE]\multicolumn{6}{c}{\footnotesize{\textbf{Germanexperiment}}}\\[NEWLINE][NEWLINE]\toprule[NEWLINE][NEWLINE]&\multicolumn{5}{c}{\textbf{Method}}\\[NEWLINE]\cmidrule(r){2-6}[NEWLINE][NEWLINE]&SVM~\cite{donini2018empirical}&FERM~\cite{donini2018empirical}&NN~\cite{mary2019f... | |
\begin{tabular}{rcccc}[NEWLINE][NEWLINE]\multicolumn{5}{c}{}\\[NEWLINE][NEWLINE]\toprule[NEWLINE][NEWLINE][NEWLINE]&\multicolumn{2}{c}{\textbf{TrainonEB1}}&\multicolumn{2}{c}{\textbf{TrainonEB2}}\\[NEWLINE][NEWLINE]\cmidrule(r){2-3}\cmidrule(r){4-5}[NEWLINE][NEWLINE]\textbf{Method}&\textbf{EB2}&\textbf{Test}&\textbf{EB... | |
\begin{tabular}{rcccccccccccccc}[NEWLINE][NEWLINE]\multicolumn{5}{c}{\footnotesize{\textbf{IMBDexperiment}}}\\[NEWLINE][NEWLINE]\toprule[NEWLINE][NEWLINE][NEWLINE]&\multicolumn{2}{c}{\textbf{TrainonEB1}}&\multicolumn{2}{c}{\textbf{TrainonEB2}}\\[NEWLINE][NEWLINE]\cmidrule(r){2-3}\cmidrule(r){4-5}[NEWLINE][NEWLINE]\text... | |
\begin{tabular}{|c||c|}[NEWLINE]\hline[NEWLINE]Method&Accuracy\\[NEWLINE]\hline[NEWLINE]Petridis\cite{petridis2018end}&82.00\%\\[NEWLINE]\hline[NEWLINE]Petridis\cite{petridis2018end}(ourre-implement)&81.70\%\\[NEWLINE]\hline\hline[NEWLINE]TheModifiedBaselineArchitecture&\textbf{82.14\%}\\[NEWLINE]\hline[NEWLINE]\end{ta... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]Class&Baseline&BaselinewithLMIM&Improvement\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]MAKES&62\%&74\%&\textbf{12\%}\\[NEWLINE]\hline[NEWLINE]MAKING&80\%&92\%&\textbf{12\%}\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]POLITICAL&82\%&90\%&\textbf{8\%}\\[NEWLINE]\hline[NEWLINE]PO... | |
\begin{tabular}{|c||c|}[NEWLINE]\hline[NEWLINE]Method&Accuracy\\[NEWLINE]\hline\hline[NEWLINE]Chung[2018]\cite{chung2018learning}&71.50\%\\[NEWLINE]Chung[2017]\cite{chung2017lip}&76.20\%\\[NEWLINE]Petridis[2018]\cite{petridis2018end}&82.00\%\\[NEWLINE]Stafylakis[2017]\cite{stafylakis2017combining}&83.00\%\\[NEWLINE]Wan... | |
\begin{tabular}{|c||c|}[NEWLINE]\hline[NEWLINE]Method&Accuracy\\[NEWLINE]\hline\hline[NEWLINE]LSTM-5&25.76\%\\[NEWLINE]D3D[2018]\cite{yang2018lrw}&34.76\%\\[NEWLINE]3D+2D&38.19\%\\[NEWLINE]Wang[2019]\cite{wang2019multi}&36.91\%\\[NEWLINE]\hline\hline[NEWLINE]Baseline&\textbf{38.35\%}\\[NEWLINE]Baseline+LMIM&\textbf{38.... | |
\begin{tabular}{@{}rcrr@{}}[NEWLINE]\toprule[NEWLINE]&\multicolumn{1}{r}{$K=1$}&$K=5$&$K=10$\\\midrule[NEWLINE]NGSLL&\multicolumn{1}{r}{{\bf2.55}($\pm{0.04}$)}&{\bf6.19}($\pm{0.07}$)&{\bf10.76}($\pm{0.17}$)\\[NEWLINE]SHAP&\multicolumn{3}{c}{699.65($\pm{60.39}$)}\\[NEWLINE]LIME&\multicolumn{3}{c}{1109.95($\pm{22.11}$)}\... | |
\begin{tabular}{|c||c|c||c|c|c||c|c|}[NEWLINE]\hline[NEWLINE]&$\ell_{{L}_{D(S)}}$&$\ell_{{R}_{D(S)}}$&$\Delta_{L}$&$\Delta_{R}$&$\Phi$&$\eta$&$\chi$\tabularnewline[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]$\text{SU}\left(2\right)_{L}$&\textbf{2}&\textbf{1}&\textbf{3}&\textbf{1}&\textbf{2}&\textbf{1}&\textbf{1}\tabularnewl... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]\textbf{Kernellength}&\textbf{$4\lambda$}&\textbf{$10\lambda$}&\textbf{$50\lambda$}\\[NEWLINE]\hline[NEWLINE]\textbf{Bias(spatialpixels)}&0.0094&0.0094&0.0074[NEWLINE]\\[NEWLINE]\hline[NEWLINE]\textbf{Bias($\lambda$)}&1/1702&1/1702&1/2162[NEWLINE]\\[NEWLINE]\hline[NEWLI... | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]\textbf{Noiselevel}&\textbf{Noaddednoise}&\textbf{6dB}\\[NEWLINE]\hline[NEWLINE]\textbf{RMSerror(spatialpixels)}&0.036&0.096\\[NEWLINE]\hline[NEWLINE]\textbf{RMSerror($\lambda$)}&1/446&1/166\\[NEWLINE]\hline[NEWLINE]\textbf{Errorinpeakacceleration($\rm\%$)}&1.51&4.53[NEWL... | |
\begin{tabular}{@{}ll@{}}[NEWLINE]\toprule[NEWLINE]parameter&measuredvalue\\\midrule[NEWLINE]systemthrow($L$)&$232.0\pm1.4$mm\\[NEWLINE]arcradius($r$)&$7.03\pm0.12$mm\\[NEWLINE]$x$-distancebetweendirectbeamandarccenter($\Deltax_{\text{dir}}$)&$2.80\pm0.05$mm\\[NEWLINE]$x$-distancebetween0$^{\text{th}}$orderandarccenter... | |
\begin{tabular}{|c|c|c|c|}[NEWLINE]\hline[NEWLINE]\rule[-1ex]{0ex}{3.5ex}[NEWLINE]\emph{Treefamily}&Growthprocess:$p(v)$\\[NEWLINE]\hline[NEWLINE]\rule[-1.5ex]{0ex}{4.5ex}[NEWLINE]Bucketrecursivetrees&$\frac{c(v)}{n}$\\[NEWLINE]\hline[NEWLINE]\rule[-2.7ex]{0ex}{6.5ex}[NEWLINE]\emph{($b,d$)-aryincreasingtrees}&$\frac{(d... | |
\begin{tabular}{|c|c|c|}[NEWLINE]\hline[NEWLINE]\rule[-1ex]{0ex}{3.5ex}[NEWLINE]\emph{Treefamily}&\emph{Degree-weightGF$\varphi(t)$}&\emph{initialweights}$\psi_k$,$1\lek\leb-1$\\[NEWLINE]\hline[NEWLINE]\rule[-1.5ex]{0ex}{4.5ex}[NEWLINE]Bucketrecursivetrees&$(b-1)!\exp(b\cdott)$[NEWLINE]&$(k-1)!$\\[NEWLINE]\hline[NEWLIN... | |
\begin{tabular}{cclllll}[NEWLINE]\hline[NEWLINE]\multicolumn{7}{c}{\cellcolor[HTML]{EFEFEF}\textsc{ChestXray-14}}\\\hline[NEWLINE]\multicolumn{7}{c}{\textsc{Fully-SupervisedMethods}}\\\hline[NEWLINE]\multicolumn{1}{c}{\textsc{Method}}&\multicolumn{6}{c}{\textsc{70\%Labelled--AUC}}\\\hline[NEWLINE]\textsc{Wang~\cite{wan... | |
\begin{tabular}{l|cccccccc}[NEWLINE]%[NEWLINE]%^.[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&\multicolumn{7}{c}{Scenario1}\\[NEWLINE][NEWLINE]Model&\DNA{PREPR}&BS&SD&CQ&GM&GL&CLX&\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&\multicolumn{7}{c}{$n_1=n_2=35$}\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]M1&0.039&0.062&0.038&0.062&0.1... | |
\begin{tabular}{l|cccccccc}[NEWLINE]%[NEWLINE]%^.[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&\multicolumn{7}{c}{Scenario1}\\[NEWLINE][NEWLINE]Model&\DNA{PREPR}&BS&SD&CQ&GM&GL&CLX&\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&\multicolumn{7}{c}{$n_1=n_2=35$}\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]M1&0.047&0.058&0.031&0.058&0.0... | |
\begin{tabular}{lcc|*{7}{c}|*{7}{c}}[NEWLINE][NEWLINE]\hline[NEWLINE]\hline[NEWLINE]r&Model&$\delta$&\multicolumn{7}{c|}{$p=200$}&\multicolumn{7}{c}{$p=1000$}\\[NEWLINE]&&&\DNA{PREPR}&BS&SD&CQ&GM&GL&CLX&\DNA{PREPR}&BS&SD&CQ&GM&GL&CLX\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&&&\multicolumn{7}{c|}{$n_{1}=n_{2}=35$}&\mult... | |
\begin{tabular}{ccc}[NEWLINE]\hline[NEWLINE]\text{TestMethod}&normalgroup&colontumorgroup\\[NEWLINE]\hline[NEWLINE]PREPR&0.035&0.022\\[NEWLINE]BS&0.087&0.066\\[NEWLINE]SD&0.009&0.007\\[NEWLINE]CQ&0.010&0.011\\[NEWLINE]GM&0.949&0.931\\[NEWLINE]GL&0.946&0.926\\[NEWLINE]CLX&0.112&0.040\\[7pt][NEWLINE]\hline[NEWLINE]\end{t... | |
\begin{tabular}{ccc}[NEWLINE]\hline[NEWLINE]\text{TestMethod}&medulloblastomatumor&ATRTtumor\\[NEWLINE]\hline[NEWLINE]PREPR&0.045&0.040\\[NEWLINE]BS&0.058&0.056\\[NEWLINE]SD&0.010&0.006\\[NEWLINE]CQ&0.058&0.056\\[NEWLINE]GM&0.883&0.884\\[NEWLINE]GL&0.982&0.966\\[NEWLINE]CLX&1.000&0.990\\[7pt][NEWLINE]\hline[NEWLINE]\en... | |
\begin{tabular}{l|cccccccc}[NEWLINE]%[NEWLINE]%^.[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&\multicolumn{7}{c}{Scenario1}\\[NEWLINE]&\DNA{PREPR}&BS&SD&CQ&GM&GL&CLX&\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]Model&\multicolumn{7}{c}{$n_1=n_2=35$}\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]M1&0.051&0.049&0.023&0.049&0.069&0.067&... | |
\begin{tabular}{lcc|*{7}{c}|*{7}{c}}[NEWLINE][NEWLINE]\hline[NEWLINE]\hline[NEWLINE]r&Model&$\delta$&\multicolumn{7}{c|}{$p=200$}&\multicolumn{7}{c}{$p=200$}\\[NEWLINE]&&&\DNA{PREPR}&BS&SD&CQ&GM&GL&CLX&\DNA{PREPR}&BS&SD&CQ&GM&GL&CLX\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&&&\multicolumn{7}{c|}{$n_{1}=n_{2}=35$}&\multi... | |
\begin{tabular}{lcc|*{7}{c}|*{7}{c}}[NEWLINE][NEWLINE]\hline[NEWLINE]\hline[NEWLINE]r&Model&$\delta$&\multicolumn{7}{c|}{$p=200$}&\multicolumn{7}{c}{$p=200$}\\[NEWLINE]&&&\DNA{PREPR}&BS&SD&CQ&GM&GL&CLX&\DNA{PREPR}&BS&SD&CQ&GM&GL&CLX\\[NEWLINE]\hline[NEWLINE]\hline[NEWLINE]&&&\multicolumn{7}{c|}{$n_{1}=n_{2}=35$}&\multi... |
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