Search Results for author: Shizhuang Weng

Found 4 papers, 2 papers with code

Multi-Scale Implicit Transformer with Re-parameterize for Arbitrary-Scale Super-Resolution

no code implementations11 Mar 2024 Jinchen Zhu, Mingjian Zhang, Ling Zheng, Shizhuang Weng

MSSA further enhances the multi-scale characteristics of latent codes, resulting in better performance.

Super-Resolution

Efficient Mixed Transformer for Single Image Super-Resolution

2 code implementations19 May 2023 Ling Zheng, Jinchen Zhu, Jinpeng Shi, Shizhuang Weng

Specifically, we propose the Mixed Transformer Block (MTB), consisting of multiple consecutive transformer layers, in some of which the Pixel Mixer (PM) is used to replace the Self-Attention (SA).

Image Super-Resolution

Image Super-Resolution using Efficient Striped Window Transformer

1 code implementation24 Jan 2023 Jinpeng Shi, Hui Li, Tianle Liu, Yulong Liu, Mingjian Zhang, Jinchen Zhu, Ling Zheng, Shizhuang Weng

However, the challenge of balancing model performance and complexity has hindered their application in lightweight SR (LSR).

Image Super-Resolution

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