Cover Image

Efficient Image Super-Resolution with Multi-Scale Spatial Adaptive Attention Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rao, Sushi, Li, Jingwei
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MAT: Multi-Range Attention Transformer for Efficient Image Super-Resolution
by: Xie, Chengxing, et al.
Published: (2024)

Multi-scale Attention Network for Single Image Super-Resolution
by: Wang, Yan, et al.
Published: (2022)

Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
by: Xiao, Yi, et al.
Published: (2025)

Hierarchical Image Tokenization for Multi-Scale Image Super Resolution
by: Hadji, Isma, et al.
Published: (2026)

Efficient Star Distillation Attention Network for Lightweight Image Super-Resolution
by: Hao, Fangwei, et al.
Published: (2025)

Attention-Guided Multi-scale Interaction Network for Face Super-Resolution
by: Wan, Xujie, et al.
Published: (2024)

Iterative Inference-time Scaling with Adaptive Frequency Steering for Image Super-Resolution
by: Zhang, Hexin, et al.
Published: (2025)

Multi-Depth Branch Network for Efficient Image Super-Resolution
by: Tian, Huiyuan, et al.
Published: (2023)

Sebica: Lightweight Spatial and Efficient Bidirectional Channel Attention Super Resolution Network
by: Liu, Chongxiao
Published: (2024)

LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution
by: Li, Xiaohui, et al.
Published: (2025)

Implicit Grid Convolution for Multi-Scale Image Super-Resolution
by: Lee, Dongheon, et al.
Published: (2024)

Efficient Image Super-Resolution via Symmetric Visual Attention Network
by: Wu, Chengxu, et al.
Published: (2024)

Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network
by: Li, Wenjie, et al.
Published: (2022)

ESC-MISR: Enhancing Spatial Correlations for Multi-Image Super-Resolution in Remote Sensing
by: Zhang, Zhihui, et al.
Published: (2024)

Jointly RS Image Deblurring and Super-Resolution with Adjustable-Kernel and Multi-Domain Attention
by: Zhang, Yan, et al.
Published: (2024)

Efficient Learnable Collaborative Attention for Single Image Super-Resolution
by: Zheng, Yigang Zhao Chaowei, et al.
Published: (2024)

HMANet: Hybrid Multi-Axis Aggregation Network for Image Super-Resolution
by: Chu, Shu-Chuan, et al.
Published: (2024)

SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings
by: Wei, Renjie, et al.
Published: (2023)

Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution
by: Park, Karam, et al.
Published: (2025)

STAR-Pose: Efficient Low-Resolution Video Human Pose Estimation via Spatial-Temporal Adaptive Super-Resolution
by: Jin, Yucheng, et al.
Published: (2025)

Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image Super-Resolution
by: Xu, Tianyi, et al.
Published: (2024)

Swift Parameter-free Attention Network for Efficient Super-Resolution
by: Wan, Cheng, et al.
Published: (2023)

A Cosine Network for Image Super-Resolution
by: Tian, Chunwei, et al.
Published: (2026)

Burst Image Super-Resolution via Multi-Cross Attention Encoding and Multi-Scan State-Space Decoding
by: Huang, Tengda, et al.
Published: (2025)

Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-Resolution
by: Li, Yunxiang, et al.
Published: (2024)

HSR-KAN: Efficient Hyperspectral Image Super-Resolution via Kolmogorov-Arnold Networks
by: Li, Baisong, et al.
Published: (2024)

EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction
by: Cai, Han, et al.
Published: (2022)

Adaptive Blind Super-Resolution Network for Spatial-Specific and Spatial-Agnostic Degradations
by: Wen, Weilei, et al.
Published: (2025)

From Local Windows to Adaptive Candidates via Individualized Exploratory: Rethinking Attention for Image Super-Resolution
by: Meng, Chunyu, et al.
Published: (2026)

PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution
by: Zhu, Libo, et al.
Published: (2024)

RAGSR: Regional Attention Guided Diffusion for Image Super-Resolution
by: He, Haodong, et al.
Published: (2025)

Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution
by: Li, Guangyuan, et al.
Published: (2024)

Efficient Single Image Super-Resolution with Entropy Attention and Receptive Field Augmentation
by: Zhao, Xiaole, et al.
Published: (2024)

Spectral Dynamic Attention Network for Hyperspectral Image Super-Resolution
by: Zhang, Tengya, et al.
Published: (2026)

Cascaded Temporal Updating Network for Efficient Video Super-Resolution
by: Li, Hao, et al.
Published: (2024)

QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution
by: Yang, Donglin, et al.
Published: (2025)

Cascaded Multi-Scale Attention for Enhanced Multi-Scale Feature Extraction and Interaction with Low-Resolution Images
by: Lu, Xiangyong, et al.
Published: (2024)

One-Step Diffusion-based Real-World Image Super-Resolution with Visual Perception Distillation
by: Wu, Xue, et al.
Published: (2025)

SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
by: Jyhne, Sander Riisøen, et al.
Published: (2025)

Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution
by: Ji, Zexin, et al.
Published: (2025)