MatIR: A Hybrid Mamba-Transformer Image Restoration Model
Fuente:
arXiv
Saved in:
| Main Authors: | Wen, Juan, Hou, Weiyan, Van Gool, Luc, Timofte, Radu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Empowering Image Recovery_ A Multi-Attention Approach
by: Wen, Juan, et al.
Published: (2024)
by: Wen, Juan, et al.
Published: (2024)
Towards Online Real-Time Memory-based Video Inpainting Transformers
by: Thiry, Guillaume, et al.
Published: (2024)
by: Thiry, Guillaume, et al.
Published: (2024)
Deep Equilibrium Diffusion Restoration with Parallel Sampling
by: Cao, Jiezhang, et al.
Published: (2023)
by: Cao, Jiezhang, et al.
Published: (2023)
LocalViT: Analyzing Locality in Vision Transformers
by: Li, Yawei, et al.
Published: (2021)
by: Li, Yawei, et al.
Published: (2021)
PIV3CAMS: a multi-camera dataset for multiple computer vision problems and its application to novel view-point synthesis
by: Kim, Sohyeong, et al.
Published: (2024)
by: Kim, Sohyeong, et al.
Published: (2024)
Any Image Restoration via Efficient Spatial-Frequency Degradation Adaptation
by: Ren, Bin, et al.
Published: (2025)
by: Ren, Bin, et al.
Published: (2025)
InstructIR: High-Quality Image Restoration Following Human Instructions
by: Conde, Marcos V., et al.
Published: (2024)
by: Conde, Marcos V., et al.
Published: (2024)
Stereo Risk: A Continuous Modeling Approach to Stereo Matching
by: Liu, Ce, et al.
Published: (2024)
by: Liu, Ce, et al.
Published: (2024)
DiTVR: Zero-Shot Diffusion Transformer for Video Restoration
by: Gao, Sicheng, et al.
Published: (2025)
by: Gao, Sicheng, et al.
Published: (2025)
MoVideo: Motion-Aware Video Generation with Diffusion Models
by: Liang, Jingyun, et al.
Published: (2023)
by: Liang, Jingyun, et al.
Published: (2023)
Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration
by: Chen, Yujie, et al.
Published: (2025)
by: Chen, Yujie, et al.
Published: (2025)
Equivariant Multi-Modality Image Fusion
by: Zhao, Zixiang, et al.
Published: (2023)
by: Zhao, Zixiang, et al.
Published: (2023)
MambaIR: A Simple Baseline for Image Restoration with State-Space Model
by: Guo, Hang, et al.
Published: (2024)
by: Guo, Hang, et al.
Published: (2024)
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
by: Ren, Bin, et al.
Published: (2024)
by: Ren, Bin, et al.
Published: (2024)
Toward Efficient Deep Blind RAW Image Restoration
by: Conde, Marcos V., et al.
Published: (2024)
by: Conde, Marcos V., et al.
Published: (2024)
MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration
by: Li, Boyun, et al.
Published: (2024)
by: Li, Boyun, et al.
Published: (2024)
ControlMambaIR: Conditional Controls with State-Space Model for Image Restoration
by: Yang, Cheng, et al.
Published: (2025)
by: Yang, Cheng, et al.
Published: (2025)
Single-Model and Any-Modality for Video Object Tracking
by: Wu, Zongwei, et al.
Published: (2023)
by: Wu, Zongwei, et al.
Published: (2023)
Efficient Degradation-aware Any Image Restoration
by: Zamfir, Eduard, et al.
Published: (2024)
by: Zamfir, Eduard, et al.
Published: (2024)
MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration
by: Ciubotariu, George, et al.
Published: (2025)
by: Ciubotariu, George, et al.
Published: (2025)
Spatial-Temporal Graph Mamba for Music-Guided Dance Video Synthesis
by: Tang, Hao, et al.
Published: (2025)
by: Tang, Hao, et al.
Published: (2025)
Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation
by: Tang, Hao, et al.
Published: (2024)
by: Tang, Hao, et al.
Published: (2024)
Practical Manipulation Model for Robust Deepfake Detection
by: Hopf, Benedikt, et al.
Published: (2025)
by: Hopf, Benedikt, et al.
Published: (2025)
Restore, Assess, Repeat: A Unified Framework for Iterative Image Restoration
by: Chen, I-Hsiang, et al.
Published: (2026)
by: Chen, I-Hsiang, et al.
Published: (2026)
Key-Graph Transformer for Image Restoration
by: Ren, Bin, et al.
Published: (2024)
by: Ren, Bin, et al.
Published: (2024)
Test-time Training for Hyperspectral Image Super-resolution
by: Li, Ke, et al.
Published: (2024)
by: Li, Ke, et al.
Published: (2024)
Accurate and Efficient World Modeling with Masked Latent Transformers
by: Burchi, Maxime, et al.
Published: (2025)
by: Burchi, Maxime, et al.
Published: (2025)
Learning Transformer-based World Models with Contrastive Predictive Coding
by: Burchi, Maxime, et al.
Published: (2025)
by: Burchi, Maxime, et al.
Published: (2025)
MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation
by: Chen, Wenchao, et al.
Published: (2024)
by: Chen, Wenchao, et al.
Published: (2024)
LAFR: Efficient Diffusion-based Blind Face Restoration via Latent Codebook Alignment Adapter
by: Li, Runyi, et al.
Published: (2025)
by: Li, Runyi, et al.
Published: (2025)
Degradation-Aware All-in-One Image Restoration via Latent Prior Encoding
by: Sharif, S M A, et al.
Published: (2025)
by: Sharif, S M A, et al.
Published: (2025)
Cat: Post-Training Quantization Error Reduction via Cluster-based Affine Transformation
by: Zoljodi, Ali, et al.
Published: (2025)
by: Zoljodi, Ali, et al.
Published: (2025)
Complexity Experts are Task-Discriminative Learners for Any Image Restoration
by: Zamfir, Eduard, et al.
Published: (2024)
by: Zamfir, Eduard, et al.
Published: (2024)
Event-Free Moving Object Segmentation from Moving Ego Vehicle
by: Zhou, Zhuyun, et al.
Published: (2023)
by: Zhou, Zhuyun, et al.
Published: (2023)
TrafficBots V1.5: Traffic Simulation via Conditional VAEs and Transformers with Relative Pose Encoding
by: Zhang, Zhejun, et al.
Published: (2024)
by: Zhang, Zhejun, et al.
Published: (2024)
What You Have is What You Track: Adaptive and Robust Multimodal Tracking
by: Tan, Yuedong, et al.
Published: (2025)
by: Tan, Yuedong, et al.
Published: (2025)
Enhanced Multi-Scale Cross-Attention for Person Image Generation
by: Tang, Hao, et al.
Published: (2025)
by: Tang, Hao, et al.
Published: (2025)
MuDreamer: Learning Predictive World Models without Reconstruction
by: Burchi, Maxime, et al.
Published: (2024)
by: Burchi, Maxime, et al.
Published: (2024)
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations
by: Geigle, Gregor, et al.
Published: (2023)
by: Geigle, Gregor, et al.
Published: (2023)
WaMaIR: Image Restoration via Multiscale Wavelet Convolutions and Mamba-based Channel Modeling with Texture Enhancement
by: Zhu, Shengyu, et al.
Published: (2025)
by: Zhu, Shengyu, et al.
Published: (2025)
Similar Items
-
Empowering Image Recovery_ A Multi-Attention Approach
by: Wen, Juan, et al.
Published: (2024) -
Towards Online Real-Time Memory-based Video Inpainting Transformers
by: Thiry, Guillaume, et al.
Published: (2024) -
Deep Equilibrium Diffusion Restoration with Parallel Sampling
by: Cao, Jiezhang, et al.
Published: (2023) -
LocalViT: Analyzing Locality in Vision Transformers
by: Li, Yawei, et al.
Published: (2021) -
PIV3CAMS: a multi-camera dataset for multiple computer vision problems and its application to novel view-point synthesis
by: Kim, Sohyeong, et al.
Published: (2024)