diff options
Diffstat (limited to '')
| -rw-r--r-- | .agents/skills/ml-paper-writing/templates/iclr2026/iclr2026_conference.tex | 414 |
1 files changed, 414 insertions, 0 deletions
diff --git a/.agents/skills/ml-paper-writing/templates/iclr2026/iclr2026_conference.tex b/.agents/skills/ml-paper-writing/templates/iclr2026/iclr2026_conference.tex new file mode 100644 index 0000000..6950228 --- /dev/null +++ b/.agents/skills/ml-paper-writing/templates/iclr2026/iclr2026_conference.tex @@ -0,0 +1,414 @@ + +\documentclass{article} % For LaTeX2e +\usepackage{iclr2026_conference,times} + +% Optional math commands from https://github.com/goodfeli/dlbook_notation. +\input{math_commands.tex} + +\usepackage{hyperref} +\usepackage{url} + + +\title{Formatting Instructions for ICLR 2026 \\ Conference Submissions} + +% Authors must not appear in the submitted version. They should be hidden +% as long as the \iclrfinalcopy macro remains commented out below. +% Non-anonymous submissions will be rejected without review. + +\author{Antiquus S.~Hippocampus, Natalia Cerebro \& Amelie P. Amygdale \thanks{ Use footnote for providing further information +about author (webpage, alternative address)---\emph{not} for acknowledging +funding agencies. Funding acknowledgements go at the end of the paper.} \\ +Department of Computer Science\\ +Cranberry-Lemon University\\ +Pittsburgh, PA 15213, USA \\ +\texttt{\{hippo,brain,jen\}@cs.cranberry-lemon.edu} \\ +\And +Ji Q. Ren \& Yevgeny LeNet \\ +Department of Computational Neuroscience \\ +University of the Witwatersrand \\ +Joburg, South Africa \\ +\texttt{\{robot,net\}@wits.ac.za} \\ +\AND +Coauthor \\ +Affiliation \\ +Address \\ +\texttt{email} +} + +% The \author macro works with any number of authors. There are two commands +% used to separate the names and addresses of multiple authors: \And and \AND. +% +% Using \And between authors leaves it to \LaTeX{} to determine where to break +% the lines. Using \AND forces a linebreak at that point. So, if \LaTeX{} +% puts 3 of 4 authors names on the first line, and the last on the second +% line, try using \AND instead of \And before the third author name. + +\newcommand{\fix}{\marginpar{FIX}} +\newcommand{\new}{\marginpar{NEW}} + +%\iclrfinalcopy % Uncomment for camera-ready version, but NOT for submission. +\begin{document} + + +\maketitle + +\begin{abstract} +The abstract paragraph should be indented 1/2~inch (3~picas) on both left and +right-hand margins. Use 10~point type, with a vertical spacing of 11~points. +The word \textsc{Abstract} must be centered, in small caps, and in point size 12. Two +line spaces precede the abstract. The abstract must be limited to one +paragraph. +\end{abstract} + +\section{Submission of conference papers to ICLR 2026} + +ICLR requires electronic submissions, processed by +\url{https://openreview.net/}. See ICLR's website for more instructions. + +If your paper is ultimately accepted, the statement {\tt + {\textbackslash}iclrfinalcopy} should be inserted to adjust the +format to the camera ready requirements. + +The format for the submissions is a variant of the NeurIPS format. +Please read carefully the instructions below, and follow them +faithfully. + +\subsection{Style} + +Papers to be submitted to ICLR 2026 must be prepared according to the +instructions presented here. + +%% Please note that we have introduced automatic line number generation +%% into the style file for \LaTeXe. This is to help reviewers +%% refer to specific lines of the paper when they make their comments. Please do +%% NOT refer to these line numbers in your paper as they will be removed from the +%% style file for the final version of accepted papers. + +Authors are required to use the ICLR \LaTeX{} style files obtainable at the +ICLR website. Please make sure you use the current files and +not previous versions. Tweaking the style files may be grounds for rejection. + +\subsection{Retrieval of style files} + +The style files for ICLR and other conference information are available online at: +\begin{center} + \url{http://www.iclr.cc/} +\end{center} +The file \verb+iclr2026_conference.pdf+ contains these +instructions and illustrates the +various formatting requirements your ICLR paper must satisfy. +Submissions must be made using \LaTeX{} and the style files +\verb+iclr2026_conference.sty+ and \verb+iclr2026_conference.bst+ (to be used with \LaTeX{}2e). The file +\verb+iclr2026_conference.tex+ may be used as a ``shell'' for writing your paper. All you +have to do is replace the author, title, abstract, and text of the paper with +your own. + +The formatting instructions contained in these style files are summarized in +sections \ref{gen_inst}, \ref{headings}, and \ref{others} below. + +\section{General formatting instructions} +\label{gen_inst} + +The text must be confined within a rectangle 5.5~inches (33~picas) wide and +9~inches (54~picas) long. The left margin is 1.5~inch (9~picas). +Use 10~point type with a vertical spacing of 11~points. Times New Roman is the +preferred typeface throughout. Paragraphs are separated by 1/2~line space, +with no indentation. + +Paper title is 17~point, in small caps and left-aligned. +All pages should start at 1~inch (6~picas) from the top of the page. + +Authors' names are +set in boldface, and each name is placed above its corresponding +address. The lead author's name is to be listed first, and +the co-authors' names are set to follow. Authors sharing the +same address can be on the same line. + +Please pay special attention to the instructions in section \ref{others} +regarding figures, tables, acknowledgments, and references. + + +There will be a strict upper limit of \textbf{9 pages} for the main text of the initial submission, with unlimited additional pages for citations. This limit will be expanded to \textbf{10 pages} for rebuttal/camera ready. + +\section{Headings: first level} +\label{headings} + +First level headings are in small caps, +flush left and in point size 12. One line space before the first level +heading and 1/2~line space after the first level heading. + +\subsection{Headings: second level} + +Second level headings are in small caps, +flush left and in point size 10. One line space before the second level +heading and 1/2~line space after the second level heading. + +\subsubsection{Headings: third level} + +Third level headings are in small caps, +flush left and in point size 10. One line space before the third level +heading and 1/2~line space after the third level heading. + +\section{Citations, figures, tables, references} +\label{others} + +These instructions apply to everyone, regardless of the formatter being used. + +\subsection{Citations within the text} + +Citations within the text should be based on the \texttt{natbib} package +and include the authors' last names and year (with the ``et~al.'' construct +for more than two authors). When the authors or the publication are +included in the sentence, the citation should not be in parenthesis using \verb|\citet{}| (as +in ``See \citet{Hinton06} for more information.''). Otherwise, the citation +should be in parenthesis using \verb|\citep{}| (as in ``Deep learning shows promise to make progress +towards AI~\citep{Bengio+chapter2007}.''). + +The corresponding references are to be listed in alphabetical order of +authors, in the \textsc{References} section. As to the format of the +references themselves, any style is acceptable as long as it is used +consistently. + +\subsection{Footnotes} + +Indicate footnotes with a number\footnote{Sample of the first footnote} in the +text. Place the footnotes at the bottom of the page on which they appear. +Precede the footnote with a horizontal rule of 2~inches +(12~picas).\footnote{Sample of the second footnote} + +\subsection{Figures} + +All artwork must be neat, clean, and legible. Lines should be dark +enough for purposes of reproduction; art work should not be +hand-drawn. The figure number and caption always appear after the +figure. Place one line space before the figure caption, and one line +space after the figure. The figure caption is lower case (except for +first word and proper nouns); figures are numbered consecutively. + +Make sure the figure caption does not get separated from the figure. +Leave sufficient space to avoid splitting the figure and figure caption. + +You may use color figures. +However, it is best for the +figure captions and the paper body to make sense if the paper is printed +either in black/white or in color. +\begin{figure}[h] +\begin{center} +%\framebox[4.0in]{$\;$} +\fbox{\rule[-.5cm]{0cm}{4cm} \rule[-.5cm]{4cm}{0cm}} +\end{center} +\caption{Sample figure caption.} +\end{figure} + +\subsection{Tables} + +All tables must be centered, neat, clean and legible. Do not use hand-drawn +tables. The table number and title always appear before the table. See +Table~\ref{sample-table}. + +Place one line space before the table title, one line space after the table +title, and one line space after the table. The table title must be lower case +(except for first word and proper nouns); tables are numbered consecutively. + +\begin{table}[t] +\caption{Sample table title} +\label{sample-table} +\begin{center} +\begin{tabular}{ll} +\multicolumn{1}{c}{\bf PART} &\multicolumn{1}{c}{\bf DESCRIPTION} +\\ \hline \\ +Dendrite &Input terminal \\ +Axon &Output terminal \\ +Soma &Cell body (contains cell nucleus) \\ +\end{tabular} +\end{center} +\end{table} + +\section{Default Notation} + +In an attempt to encourage standardized notation, we have included the +notation file from the textbook, \textit{Deep Learning} +\cite{goodfellow2016deep} available at +\url{https://github.com/goodfeli/dlbook_notation/}. Use of this style +is not required and can be disabled by commenting out +\texttt{math\_commands.tex}. + + +\centerline{\bf Numbers and Arrays} +\bgroup +\def\arraystretch{1.5} +\begin{tabular}{p{1in}p{3.25in}} +$\displaystyle a$ & A scalar (integer or real)\\ +$\displaystyle \va$ & A vector\\ +$\displaystyle \mA$ & A matrix\\ +$\displaystyle \tA$ & A tensor\\ +$\displaystyle \mI_n$ & Identity matrix with $n$ rows and $n$ columns\\ +$\displaystyle \mI$ & Identity matrix with dimensionality implied by context\\ +$\displaystyle \ve^{(i)}$ & Standard basis vector $[0,\dots,0,1,0,\dots,0]$ with a 1 at position $i$\\ +$\displaystyle \text{diag}(\va)$ & A square, diagonal matrix with diagonal entries given by $\va$\\ +$\displaystyle \ra$ & A scalar random variable\\ +$\displaystyle \rva$ & A vector-valued random variable\\ +$\displaystyle \rmA$ & A matrix-valued random variable\\ +\end{tabular} +\egroup +\vspace{0.25cm} + +\centerline{\bf Sets and Graphs} +\bgroup +\def\arraystretch{1.5} + +\begin{tabular}{p{1.25in}p{3.25in}} +$\displaystyle \sA$ & A set\\ +$\displaystyle \R$ & The set of real numbers \\ +$\displaystyle \{0, 1\}$ & The set containing 0 and 1 \\ +$\displaystyle \{0, 1, \dots, n \}$ & The set of all integers between $0$ and $n$\\ +$\displaystyle [a, b]$ & The real interval including $a$ and $b$\\ +$\displaystyle (a, b]$ & The real interval excluding $a$ but including $b$\\ +$\displaystyle \sA \backslash \sB$ & Set subtraction, i.e., the set containing the elements of $\sA$ that are not in $\sB$\\ +$\displaystyle \gG$ & A graph\\ +$\displaystyle \parents_\gG(\ervx_i)$ & The parents of $\ervx_i$ in $\gG$ +\end{tabular} +\vspace{0.25cm} + + +\centerline{\bf Indexing} +\bgroup +\def\arraystretch{1.5} + +\begin{tabular}{p{1.25in}p{3.25in}} +$\displaystyle \eva_i$ & Element $i$ of vector $\va$, with indexing starting at 1 \\ +$\displaystyle \eva_{-i}$ & All elements of vector $\va$ except for element $i$ \\ +$\displaystyle \emA_{i,j}$ & Element $i, j$ of matrix $\mA$ \\ +$\displaystyle \mA_{i, :}$ & Row $i$ of matrix $\mA$ \\ +$\displaystyle \mA_{:, i}$ & Column $i$ of matrix $\mA$ \\ +$\displaystyle \etA_{i, j, k}$ & Element $(i, j, k)$ of a 3-D tensor $\tA$\\ +$\displaystyle \tA_{:, :, i}$ & 2-D slice of a 3-D tensor\\ +$\displaystyle \erva_i$ & Element $i$ of the random vector $\rva$ \\ +\end{tabular} +\egroup +\vspace{0.25cm} + + +\centerline{\bf Calculus} +\bgroup +\def\arraystretch{1.5} +\begin{tabular}{p{1.25in}p{3.25in}} +% NOTE: the [2ex] on the next line adds extra height to that row of the table. +% Without that command, the fraction on the first line is too tall and collides +% with the fraction on the second line. +$\displaystyle\frac{d y} {d x}$ & Derivative of $y$ with respect to $x$\\ [2ex] +$\displaystyle \frac{\partial y} {\partial x} $ & Partial derivative of $y$ with respect to $x$ \\ +$\displaystyle \nabla_\vx y $ & Gradient of $y$ with respect to $\vx$ \\ +$\displaystyle \nabla_\mX y $ & Matrix derivatives of $y$ with respect to $\mX$ \\ +$\displaystyle \nabla_\tX y $ & Tensor containing derivatives of $y$ with respect to $\tX$ \\ +$\displaystyle \frac{\partial f}{\partial \vx} $ & Jacobian matrix $\mJ \in \R^{m\times n}$ of $f: \R^n \rightarrow \R^m$\\ +$\displaystyle \nabla_\vx^2 f(\vx)\text{ or }\mH( f)(\vx)$ & The Hessian matrix of $f$ at input point $\vx$\\ +$\displaystyle \int f(\vx) d\vx $ & Definite integral over the entire domain of $\vx$ \\ +$\displaystyle \int_\sS f(\vx) d\vx$ & Definite integral with respect to $\vx$ over the set $\sS$ \\ +\end{tabular} +\egroup +\vspace{0.25cm} + +\centerline{\bf Probability and Information Theory} +\bgroup +\def\arraystretch{1.5} +\begin{tabular}{p{1.25in}p{3.25in}} +$\displaystyle P(\ra)$ & A probability distribution over a discrete variable\\ +$\displaystyle p(\ra)$ & A probability distribution over a continuous variable, or over +a variable whose type has not been specified\\ +$\displaystyle \ra \sim P$ & Random variable $\ra$ has distribution $P$\\% so thing on left of \sim should always be a random variable, with name beginning with \r +$\displaystyle \E_{\rx\sim P} [ f(x) ]\text{ or } \E f(x)$ & Expectation of $f(x)$ with respect to $P(\rx)$ \\ +$\displaystyle \Var(f(x)) $ & Variance of $f(x)$ under $P(\rx)$ \\ +$\displaystyle \Cov(f(x),g(x)) $ & Covariance of $f(x)$ and $g(x)$ under $P(\rx)$\\ +$\displaystyle H(\rx) $ & Shannon entropy of the random variable $\rx$\\ +$\displaystyle \KL ( P \Vert Q ) $ & Kullback-Leibler divergence of P and Q \\ +$\displaystyle \mathcal{N} ( \vx ; \vmu , \mSigma)$ & Gaussian distribution % +over $\vx$ with mean $\vmu$ and covariance $\mSigma$ \\ +\end{tabular} +\egroup +\vspace{0.25cm} + +\centerline{\bf Functions} +\bgroup +\def\arraystretch{1.5} +\begin{tabular}{p{1.25in}p{3.25in}} +$\displaystyle f: \sA \rightarrow \sB$ & The function $f$ with domain $\sA$ and range $\sB$\\ +$\displaystyle f \circ g $ & Composition of the functions $f$ and $g$ \\ + $\displaystyle f(\vx ; \vtheta) $ & A function of $\vx$ parametrized by $\vtheta$. + (Sometimes we write $f(\vx)$ and omit the argument $\vtheta$ to lighten notation) \\ +$\displaystyle \log x$ & Natural logarithm of $x$ \\ +$\displaystyle \sigma(x)$ & Logistic sigmoid, $\displaystyle \frac{1} {1 + \exp(-x)}$ \\ +$\displaystyle \zeta(x)$ & Softplus, $\log(1 + \exp(x))$ \\ +$\displaystyle || \vx ||_p $ & $\normlp$ norm of $\vx$ \\ +$\displaystyle || \vx || $ & $\normltwo$ norm of $\vx$ \\ +$\displaystyle x^+$ & Positive part of $x$, i.e., $\max(0,x)$\\ +$\displaystyle \1_\mathrm{condition}$ & is 1 if the condition is true, 0 otherwise\\ +\end{tabular} +\egroup +\vspace{0.25cm} + + + +\section{Final instructions} +Do not change any aspects of the formatting parameters in the style files. +In particular, do not modify the width or length of the rectangle the text +should fit into, and do not change font sizes (except perhaps in the +\textsc{References} section; see below). Please note that pages should be +numbered. + +\section{Preparing PostScript or PDF files} + +Please prepare PostScript or PDF files with paper size ``US Letter'', and +not, for example, ``A4''. The -t +letter option on dvips will produce US Letter files. + +Consider directly generating PDF files using \verb+pdflatex+ +(especially if you are a MiKTeX user). +PDF figures must be substituted for EPS figures, however. + +Otherwise, please generate your PostScript and PDF files with the following commands: +\begin{verbatim} +dvips mypaper.dvi -t letter -Ppdf -G0 -o mypaper.ps +ps2pdf mypaper.ps mypaper.pdf +\end{verbatim} + +\subsection{Margins in LaTeX} + +Most of the margin problems come from figures positioned by hand using +\verb+\special+ or other commands. We suggest using the command +\verb+\includegraphics+ +from the graphicx package. Always specify the figure width as a multiple of +the line width as in the example below using .eps graphics +\begin{verbatim} + \usepackage[dvips]{graphicx} ... + \includegraphics[width=0.8\linewidth]{myfile.eps} +\end{verbatim} +or % Apr 2009 addition +\begin{verbatim} + \usepackage[pdftex]{graphicx} ... + \includegraphics[width=0.8\linewidth]{myfile.pdf} +\end{verbatim} +for .pdf graphics. +See section~4.4 in the graphics bundle documentation (\url{http://www.ctan.org/tex-archive/macros/latex/required/graphics/grfguide.ps}) + +A number of width problems arise when LaTeX cannot properly hyphenate a +line. Please give LaTeX hyphenation hints using the \verb+\-+ command. + +\subsubsection*{Author Contributions} +If you'd like to, you may include a section for author contributions as is done +in many journals. This is optional and at the discretion of the authors. + +\subsubsection*{Acknowledgments} +Use unnumbered third level headings for the acknowledgments. All +acknowledgments, including those to funding agencies, go at the end of the paper. + + +\bibliography{iclr2026_conference} +\bibliographystyle{iclr2026_conference} + +\appendix +\section{Appendix} +You may include other additional sections here. + + +\end{document} |