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Abstract: Diffusion models have shown tremendous results in image generation. However, due to the iterative nature of the diffusion process and its reliance on classifier-free guid-ance, inference ...

Abstract: The key challenge in few-shot image classification lies in effectively utilizing multi-modal prior knowledge to overcome the representation bottleneck caused by limited samples. This paper ...