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Eigen3 does not allow column vectors to be stored in row-major format. NumericDiffCostFunction by default stores its Jacobian matrices in row-major format. This works fine if the residual contains more than one variable. But if the residual block depends on one variable and has more than one residuals, the resulting Jacobian matrix is a column matrix in row-major format resulting in a compile time error. The fix is to check the template parameters and switch to column-major storage as needed. Thanks to Lena Gieseke for reporting this. Change-Id: Icc51c5b38e1f3609e0e1ecb3c4e4a02aecd72c3b