Search Results for author: Yubin Gu

Found 2 papers, 1 papers with code

An Efficient and Mixed Heterogeneous Model for Image Restoration

1 code implementation • 15 Apr 2025 • Yubin Gu, Yuan Meng, Kaihang Zheng, Xiaoshuai Sun, Jiayi Ji, Weijian Ruan, Liujuan Cao, Rongrong Ji

This hierarchical and adaptive design enables the model to leverage the strengths of CNNs in local feature extraction, Mamba in global context modeling, and attention mechanisms in dynamic feature refinement.

Image Restoration Mamba

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Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding

no code implementations • 25 Nov 2024 • Yubin Gu, Yuan Meng, Xiaoshuai Sun, Jiayi Ji, Weijian Ruan, Rongrong Ji

In this paper, we propose a novel multiple-in-one IR model that can effectively restore images with both single and mixed degradations.

Decoder Diversity +1

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