Search Results for author: Pin-Hung Kuo

Found 2 papers, 1 papers with code

Mansformer: Efficient Transformer of Mixed Attention for Image Deblurring and Beyond

no code implementations9 Apr 2024 Pin-Hung Kuo, Jinshan Pan, Shao-Yi Chien, Ming-Hsuan Yang

By elaborate adjustment of the tensor shapes and dimensions for the dot product, we split the typical self-attention of quadratic complexity into four operations of linear complexity.

Deblurring Image Deblurring

Learning Discriminative Shrinkage Deep Networks for Image Deconvolution

1 code implementation27 Nov 2021 Pin-Hung Kuo, Jinshan Pan, Shao-Yi Chien, Ming-Hsuan Yang

Most existing methods usually formulate the non-blind deconvolution problem into a maximum-a-posteriori framework and address it by manually designing kinds of regularization terms and data terms of the latent clear images.

Image Deconvolution Image Restoration

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