Cover Image

Efficient Degradation-agnostic Image Restoration via Channel-Wise Functional Decomposition and Manifold Regularization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ren, Bin, Li, Yawei, Zheng, Xu, Fu, Yuqian, Paudel, Danda Pani, Liu, Hong, Yang, Ming-Hsuan, Van Gool, Luc, Sebe, Nicu
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

Any Image Restoration via Efficient Spatial-Frequency Degradation Adaptation
by: Ren, Bin, et al.
Published: (2025)

Vision encoders should be image size agnostic and task driven
by: Prisadnikov, Nedyalko, et al.
Published: (2025)

Self-supervised pretraining for an iterative image size agnostic vision transformer
by: Prisadnikov, Nedyalko, et al.
Published: (2026)

Restore Anything Model via Efficient Degradation Adaptation
by: Ren, Bin, et al.
Published: (2024)

CityLoc: 6DoF Pose Distributional Localization for Text Descriptions in Large-Scale Scenes with Gaussian Representation
by: Ma, Qi, et al.
Published: (2025)

Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning
by: Ren, Bin, et al.
Published: (2024)

Cross-View Multi-Modal Segmentation @ Ego-Exo4D Challenges 2025
by: Fu, Yuqian, et al.
Published: (2025)

ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining
by: Ma, Qi, et al.
Published: (2024)

EarthMind: Leveraging Cross-Sensor Data for Advanced Earth Observation Interpretation with a Unified Multimodal LLM
by: Shu, Yan, et al.
Published: (2025)

Lego: Learning to Disentangle and Invert Personalized Concepts Beyond Object Appearance in Text-to-Image Diffusion Models
by: Motamed, Saman, et al.
Published: (2023)

Autonomous Vehicle Controllers From End-to-End Differentiable Simulation
by: Nachkov, Asen, et al.
Published: (2024)

EvenNICER-SLAM: Event-based Neural Implicit Encoding SLAM
by: Chen, Shi, et al.
Published: (2024)

Sharing Key Semantics in Transformer Makes Efficient Image Restoration
by: Ren, Bin, et al.
Published: (2024)

Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes
by: Ma, Qi, et al.
Published: (2024)

Key-Graph Transformer for Image Restoration
by: Ren, Bin, et al.
Published: (2024)

Exo2EgoSyn: Unlocking Foundation Video Generation Models for Exocentric-to-Egocentric Video Synthesis
by: Mahdi, Mohammad, et al.
Published: (2025)

Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization
by: Zheng, Xu, et al.
Published: (2025)

Continuous Pose for Monocular Cameras in Neural Implicit Representation
by: Ma, Qi, et al.
Published: (2023)

From Synchrony to Sequence: Exo-to-Ego Generation via Interpolation
by: Mahdi, Mohammad, et al.
Published: (2026)

A Simple and Generalist Approach for Panoptic Segmentation
by: Prisadnikov, Nedyalko, et al.
Published: (2024)

ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives
by: Fu, Yuqian, et al.
Published: (2024)

Inferring Compositional 4D Scenes without Ever Seeing One
by: Gokmen, Ahmet Berke, et al.
Published: (2025)

Taming CLIP for Fine-grained and Structured Visual Understanding of Museum Exhibits
by: Balauca, Ada-Astrid, et al.
Published: (2024)

RICO: Two Realistic Benchmarks and an In-Depth Analysis for Incremental Learning in Object Detection
by: Neuwirth-Trapp, Matthias, et al.
Published: (2025)

Incremental Object Detection with Prompt-based Methods
by: Neuwirth-Trapp, Matthias, et al.
Published: (2025)

Occam's LGS: An Efficient Approach for Language Gaussian Splatting
by: Cheng, Jiahuan, et al.
Published: (2024)

Chorus: Multi-Teacher Pretraining for Holistic 3D Gaussian Scene Encoding
by: Li, Yue, et al.
Published: (2025)

SeasonScapes: Learning Large-scale Re-lightable 3D Landscapes with Seasonal Variation from Sparse Webcams
by: Kleger, Timo, et al.
Published: (2026)

Ternary-Type Opacity and Hybrid Odometry for RGB NeRF-SLAM
by: Lin, Junru, et al.
Published: (2023)

Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
by: Zheng, Xu, et al.
Published: (2025)

Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community
by: Pan, Jiancheng, et al.
Published: (2024)

EgoSpot:Egocentric Multimodal Control for Hands-Free Mobile Manipulation
by: Zhang, Ganlin, et al.
Published: (2023)

Accelerating Vision Foundation Models with Drop-in Depthwise Convolution
by: Scribano, Carmelo, et al.
Published: (2026)

Hierarchical Information Flow for Generalized Efficient Image Restoration
by: Li, Yawei, et al.
Published: (2024)

Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration
by: Li, Yawei, et al.
Published: (2025)

Enhanced Multi-Scale Cross-Attention for Person Image Generation
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)

ReVLA: Reverting Visual Domain Limitation of Robotic Foundation Models
by: Dey, Sombit, et al.
Published: (2024)

Autonomous Vehicle Path Planning by Searching With Differentiable Simulation
by: Nachkov, Asen, et al.
Published: (2025)

Unlocking Efficient Vehicle Dynamics Modeling via Analytic World Models
by: Nachkov, Asen, et al.
Published: (2025)