FastMap: Revisiting Dense and Scalable Structure from Motion
Jiahao Li, @__whc__, @mzubairirshad, @vslevic, Matthew R. Walter, Vitor Campagnolo Guizilini, @gregshakh
tl;dr: replace BA with epipolar error+IRLS; fully PyTorch implementation
arxiv.org/abs/2505.04612
for the vector field, the regression target in eq15 is some coef * epsilon + some coef * x_0, it is similar to the precondition discussed in Tero EDM work~(eq8)