Abstract: Mamba and its variants excel at modeling long-range dependencies with linear computational complexity, making them effective for diverse vision tasks. However, Mamba’s reliance on unfolding ...

For generations, the ancient Maya were often described in popular culture as a mysterious people who rose, built dazzling cities, and then somehow vanished. But a major shift in scholarship has ...

Abstract: In deep learning-based dehazing strategies, attention mechanisms are widely used to refine feature representations and improve overall performance. However, conventional contextual attention ...