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(To do) Add HAT models for Multiple Image Restoration tasks. Benchmark results on SRx4 without ImageNet pretraining. Mulit-Adds are calculated for a 64x64 input. Note that: The default settings in the training configs (almost the same as Real-ESRGAN) are for training Real_HAT_GAN_SRx4_sharper.

本文提出了一种名为Hybrid Attention Transformer (HAT)的方法，旨在通过结合深度学习技术和注意力机制来改进 图像超分辨率 任务。 单图像超分辨率（SR）任务是计算机视觉和图像处理领域的一个经典问题，其目标是从给定的低分辨率输入中重建高分辨率图像。

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2022年12月28日 · 为了激活更多的输入像素进行重建，我们提出了一种新颖的混合注意力转换器 (hat)。它结合了通道注意力(cab)和自注意力([s]w-msa)方案，从而利用它们的互补优势。

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