Search Results for author: Xiaoyu Jin

Found 2 papers, 1 papers with code

VmambaIR: Visual State Space Model for Image Restoration

1 code implementation18 Mar 2024 Yuan Shi, Bin Xia, Xiaoyu Jin, Xing Wang, Tianyu Zhao, Xin Xia, Xuefeng Xiao, Wenming Yang

To address these challenges, we propose VmambaIR, which introduces State Space Models (SSMs) with linear complexity into comprehensive image restoration tasks.

Denoising Image Restoration +2

LLMRA: Multi-modal Large Language Model based Restoration Assistant

no code implementations21 Jan 2024 Xiaoyu Jin, Yuan Shi, Bin Xia, Wenming Yang

By employing a pretrained multi-modal large language model and a vision language model, we generate text descriptions and encode them as context embedding with degradation information for the degraded image.

Image Restoration Language Modelling +1

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