Dataset Examples ― "Transforming Faces Across Time"

Below, we visualize 1400 examples of faces from our Faces Through Time validation set and their transformations to decades from 1880 to 2010 using our method. We highlight our method's inversions with red boxes.

Input (1970)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1940)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1990)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (2010)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1900)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1950)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1990)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1950)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1970)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1930)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (2000)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1920)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1960)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1980)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1990)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1890)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1920)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1880)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1940)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1880)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1920)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (2010)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1930)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (2010)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (2000)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1920)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1970)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1890)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1930)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (2000)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1970)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1980)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1940)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (2010)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1940)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1880)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1990)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1900)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1880)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1880)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1940)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1970)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1890)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1910)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1890)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1920)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1920)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (2000)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1940)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1900)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1910)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1930)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1920)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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Input (1920)		1880	1890	1900	1910	1920	1930	1940	1950	1960	1970	1980	1990	2000	2010

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