2025
SaMam: Style-aware State Space Model for Arbitrary Image Style Transfer
CVPR 2025highlight
Global effective receptive field plays a crucial role for image style transfer (ST) to obtain high-quality stylized results. However, existing ST backbones (e.g., CNNs and Transformers) suffer huge computational complexity to achieve global receptive fields. Recently, the State Space Model (SSM), es…