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Rank-Factorized Implicit Neural Bias: Scaling Super-Resolution Transformer with FlashAttention

Announce Type: replace Abstract: Recent Super-Resolution~(SR) methods mainly adopt Transformers for their strong long-range modeling capability and exceptional representational capacity. However, most SR Transformers rely heavily on relative positional bias~(RPB), which prevents them from leveraging hardware-efficient attention kernels such as FlashAttention.

arXiv CS 9d ago