Learning Task-Specific Generalized Convolutions in the Permutohedral Lattice

Anne S. Wannenwetsch, Martin Kiefel, Peter V. Gehler +1

Dense prediction tasks typically employ encoder-decoder architectures, but the prevalent convolutions in the decoder are not image-adaptive and can lead to boundary artifacts. Diff…