When \documentclass[12pt]{minimal}
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\begin{document}$${\mathbb{K}}$$\end{document} is an arbitrary field, we study the affine automorphisms of \documentclass[12pt]{minimal}
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\begin{document}$${{\rm M}_n(\mathbb{K})}$$\end{document} that stabilize \documentclass[12pt]{minimal}
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\begin{document}$${{\rm GL}_n(\mathbb{K})}$$\end{document}. Using a theorem of Dieudonné on maximal affine subspaces of singular matrices, this is easily reduced to the known case of linear preservers when n > 2 or # \documentclass[12pt]{minimal}
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\begin{document}$${\mathbb{K} > 2}$$\end{document}. We include a short new proof of the more general Flanders theorem for affine subspaces of \documentclass[12pt]{minimal}
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\begin{document}$${{\rm M}_{p,q}(\mathbb{K})}$$\end{document} with bounded rank. We also find that the group of affine transformations of \documentclass[12pt]{minimal}
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\begin{document}$${{\rm M}_2(\mathbb{F}_2)}$$\end{document} that stabilize \documentclass[12pt]{minimal}
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\begin{document}$${{\rm GL}_2(\mathbb{F}_2)}$$\end{document} does not consist solely of linear maps. Using the theory of quadratic forms over \documentclass[12pt]{minimal}
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\begin{document}$${\mathbb{F}_2}$$\end{document}, we construct explicit isomorphisms between it, the symplectic group \documentclass[12pt]{minimal}
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\begin{document}$${{\rm Sp}_4(\mathbb{F}_2)}$$\end{document} and the symmetric group \documentclass[12pt]{minimal}
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\begin{document}$${\mathfrak{S}_6}$$\end{document}.
