Iason Skylitsis

Now you can inject visual style, composition, and color from reference images into Stable Diffusion *without any training*.

Class-balanced episodic sampling isn't just for few-shot learning; it also acts as a surprisingly effective regularizer for class-imbalanced segmentation tasks, especially when data is scarce.