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cs.CV2026
Physics-Driven 3D Gaussian Rendering for Zero-Shot MRI Super-Resolution
Shuting Liu, Lei Zhang, Wei Huang +2
High-resolution Magnetic Resonance Imaging (MRI) is vital for clinical diagnosis but limited by long acquisition times and motion artifacts. Super-resolution (SR) reconstructs low-…
cs.CV2026
BinaryAttention: One-Bit QK-Attention for Vision and Diffusion Transformers
Chaodong Xiao, Zhengqiang Zhang, Lei Zhang
Transformers have achieved widespread and remarkable success, while the computational complexity of their attention modules remains a major bottleneck for vision tasks. Existing me…