IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Unifying Dimensions: A Linear Adaptive Mixer for Lightweight Image Super-Resolution.
Zhenyu Hu, Wanjie Sun
Published: 202510.1109/TIP.2025.3620672
Abstract
Window-based Transformers have demonstrated outstanding performance in super-resolution due to their adaptive modeling capabilities through local self-attention (SA). However, they exhibit higher computational complexity and inference latency than co…
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