Abstract: Several syntheses of photographs based on label maps, restoration of objects using edge maps, and image colorizing, and many others traditionally requires designing individual/unique loss ...

Abstract: The problem of data imbalance is defined as the uneven distribution of the training examples to the existing classes of a dataset. Among a wide variety of solutions, the oversampling ...