Machine Learning, Loss Function, Optimisation, Lua, Deep Learning.
just calculated the mean absolute value between of the pixel-wise difference, Mean Square error uses mean squared error. Thus it was more sensitive to outliers and pushed pixel value towards 1 (in our case, white as can be seen in image after first epoch itself). Smooth L1 error can be thought of