Cover Image

Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ai, Yuang, Huang, Huaibo, Zhou, Xiaoqiang, Wang, Jiexiang, He, Ran
Format:	Preprint
Published:	2023
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

LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
by: Ai, Yuang, et al.
Published: (2024)

Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
by: Ai, Yuang, et al.
Published: (2023)

Random Wins All: Rethinking Grouping Strategies for Vision Tokens
by: Fan, Qihang, et al.
Published: (2026)

Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
by: Ai, Yuang, et al.
Published: (2025)

DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
by: Ai, Yuang, et al.
Published: (2024)

Rectifying Magnitude Neglect in Linear Attention
by: Fan, Qihang, et al.
Published: (2025)

Lightweight Vision Transformer with Bidirectional Interaction
by: Fan, Qihang, et al.
Published: (2023)

DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling
by: Ai, Yuang, et al.
Published: (2025)

Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration
by: Zhang, Xu, et al.
Published: (2024)

Vision Transformer with Super Token Sampling
by: Huang, Huaibo, et al.
Published: (2022)

Expand and Prune: Maximizing Trajectory Diversity for Effective GRPO in Generative Models
by: Ge, Shiran, et al.
Published: (2025)

Adaptive Blind All-in-One Image Restoration
by: Serrano-Lozano, David, et al.
Published: (2024)

InfoBFR: Real-World Blind Face Restoration via Information Bottleneck
by: Gao, Nan, et al.
Published: (2025)

Prompt-based Ingredient-Oriented All-in-One Image Restoration
by: Gao, Hu, et al.
Published: (2023)

GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration
by: Rajagopalan, Sudarshan, et al.
Published: (2024)

Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration
by: Yu, Xiaoyan, et al.
Published: (2024)

BaryIR: Learning Multi-Source Unified Representation in Continuous Barycenter Space for Generalizable All-in-One Image Restoration
by: Tang, Xiaole, et al.
Published: (2025)

Breaking the Low-Rank Dilemma of Linear Attention
by: Fan, Qihang, et al.
Published: (2024)

InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning
by: Han, Xiaotian, et al.
Published: (2024)

All-in-One Image Restoration via Causal-Deconfounding Wavelet-Disentangled Prompt Network
by: Wang, Bingnan, et al.
Published: (2026)

Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration
by: Wu, Gang, et al.
Published: (2025)

TAT: Task-Adaptive Transformer for All-in-One Medical Image Restoration
by: Yang, Zhiwen, et al.
Published: (2025)

Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration
by: Xu, Yimin, et al.
Published: (2024)

All-In-One Medical Image Restoration via Task-Adaptive Routing
by: Yang, Zhiwen, et al.
Published: (2024)

All-in-One Image Compression and Restoration
by: Zeng, Huimin, et al.
Published: (2025)

AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations
by: Mao, Jiawei, et al.
Published: (2024)

DiffMAC: Diffusion Manifold Hallucination Correction for High Generalization Blind Face Restoration
by: Gao, Nan, et al.
Published: (2024)

Neural Degradation Representation Learning for All-In-One Image Restoration
by: Yao, Mingde, et al.
Published: (2023)

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

Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration
by: Dong, Guanglu, et al.
Published: (2026)

RAM++: Robust Representation Learning via Adaptive Mask for All-in-One Image Restoration
by: Zhang, Zilong, et al.
Published: (2025)

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
by: Cui, Yuning, et al.
Published: (2024)

Dynamic Degradation Decomposition Network for All-in-One Image Restoration
by: Wang, Huiqiang, et al.
Published: (2025)

Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens
by: Fan, Qihang, et al.
Published: (2024)

ZePo: Zero-Shot Portrait Stylization with Faster Sampling
by: Liu, Jin, et al.
Published: (2024)

NOFT: Test-Time Noise Finetune via Information Bottleneck for Highly Correlated Asset Creation
by: Li, Jia, et al.
Published: (2025)

DPMambaIR: All-in-One Image Restoration via Degradation-Aware Prompt State Space Model
by: Liu, Zhanwen, et al.
Published: (2025)

Tuning Real-World Image Restoration at Inference: A Test-Time Scaling Paradigm for Flow Matching Models
by: Bai, Purui, et al.
Published: (2026)

CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis
by: He, Xiaoqiang
Published: (2025)

HAIR: Hypernetworks-based All-in-One Image Restoration
by: Cao, Jin, et al.
Published: (2024)