Cover Image

Distilling Textual Priors from LLM to Efficient Image Fusion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Ran, He, Xuanhua, Cao, Ke, Liu, Liu, Zhang, Li, Zhou, Man, Zhang, Jie
Format:	Preprint
Published:	2025
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

Hybrid Fusion: One-Minute Efficient Training for Zero-Shot Cross-Domain Image Fusion
by: Zhang, Ran, et al.
Published: (2026)

Shuffle Mamba: State Space Models with Random Shuffle for Multi-Modal Image Fusion
by: Cao, Ke, et al.
Published: (2024)

Training-Free Large Model Priors for Multiple-in-One Image Restoration
by: He, Xuanhua, et al.
Published: (2024)

Pan-Mamba: Effective pan-sharpening with State Space Model
by: He, Xuanhua, et al.
Published: (2024)

Distilling Semantic Priors from SAM to Efficient Image Restoration Models
by: Zhang, Quan, et al.
Published: (2024)

Rethinking Pan-sharpening: A New Training Process for Full-Resolution Generalization
by: Zhang, Ran, et al.
Published: (2025)

Disentangled Textual Priors for Diffusion-based Image Super-Resolution
by: Jiang, Lei, et al.
Published: (2026)

Self-supervised Multiplex Consensus Mamba for General Image Fusion
by: Wang, Yingying, et al.
Published: (2025)

Frequency-Adaptive Pan-Sharpening with Mixture of Experts
by: He, Xuanhua, et al.
Published: (2024)

Cross-Scale Pansharpening via ScaleFormer and the PanScale Benchmark
by: Cao, Ke, et al.
Published: (2026)

Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection
by: Zhang, Yiheng, et al.
Published: (2024)

ID-Animator: Zero-Shot Identity-Preserving Human Video Generation
by: He, Xuanhua, et al.
Published: (2024)

MMMamba: A Versatile Cross-Modal In Context Fusion Framework for Pan-Sharpening and Zero-Shot Image Enhancement
by: Wang, Yingying, et al.
Published: (2025)

Efficient Rectified Flow for Image Fusion
by: Wang, Zirui, et al.
Published: (2025)

SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration
by: Zhang, Tongshun, et al.
Published: (2025)

Self-Distilled Depth Refinement with Noisy Poisson Fusion
by: Li, Jiaqi, et al.
Published: (2024)

Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution
by: Li, Simiao, et al.
Published: (2024)

Frequency-Aware Semantic Fusion with Gated Injection for AI-generated Image Detection
by: Zhou, Shuchang, et al.
Published: (2026)

NeRF Inpainting with Geometric Diffusion Prior and Balanced Score Distillation
by: Zhang, Menglin, et al.
Published: (2024)

LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors
by: Dalva, Yusuf, et al.
Published: (2024)

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers
by: Cao, Ke, et al.
Published: (2025)

Prior-guided Fusion of Multimodal Features for Change Detection from Optical-SAR Images
by: Liu, Xuanguang, et al.
Published: (2026)

Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing
by: Su, Xiongfei, et al.
Published: (2025)

RealCustom++: Representing Images as Real Textual Word for Real-Time Customization
by: Mao, Zhendong, et al.
Published: (2024)

Faster and Better: Reinforced Collaborative Distillation and Self-Learning for Infrared-Visible Image Fusion
by: Wang, Yuhao, et al.
Published: (2025)

AMF-MedIT: An Efficient Align-Modulation-Fusion Framework for Medical Image-Tabular Data
by: Yu, Congjing, et al.
Published: (2025)

Laplace-Mamba: Laplace Frequency Prior-Guided Mamba-CNN Fusion Network for Image Dehazing
by: Wang, Yongzhen, et al.
Published: (2025)

Unlocking the Potential of Difficulty Prior in RL-based Multimodal Reasoning
by: Chen, Mingrui, et al.
Published: (2025)

Efficient Dual-domain Image Dehazing with Haze Prior Perception
by: Zheng, Lirong, et al.
Published: (2025)

MapDistill: Boosting Efficient Camera-based HD Map Construction via Camera-LiDAR Fusion Model Distillation
by: Hao, Xiaoshuai, et al.
Published: (2024)

Cross-Architecture Distillation Made Simple with Redundancy Suppression
by: Zhang, Weijia, et al.
Published: (2025)

Textual and Visual Prompt Fusion for Image Editing via Step-Wise Alignment
by: Feng, Zhanbo, et al.
Published: (2023)

SFDFusion: An Efficient Spatial-Frequency Domain Fusion Network for Infrared and Visible Image Fusion
by: Hu, Kun, et al.
Published: (2024)

Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration
by: Zhou, Yunshuai, et al.
Published: (2024)

Holistic Visual-Textual Sentiment Analysis with Prior Models
by: Chen, Junyu, et al.
Published: (2022)

FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance
by: Feng, Jiasong, et al.
Published: (2024)

WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing
by: Sun, Jie, et al.
Published: (2025)

Reversible Efficient Diffusion for Image Fusion
by: Xu, Xingxin, et al.
Published: (2026)

TextFusion: Unveiling the Power of Textual Semantics for Controllable Image Fusion
by: Cheng, Chunyang, et al.
Published: (2023)

Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain
by: He, Xuanhua, et al.
Published: (2024)