Cover Image

EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sun, Shangquan, Ren, Wenqi, Liu, Zikun, Park, Hyunhee, Wang, Rui, Cao, Xiaochun
Format:	Preprint
Published:	2024
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

Restoring Images in Adverse Weather Conditions via Histogram Transformer
by: Sun, Shangquan, et al.
Published: (2024)

Logit Standardization in Knowledge Distillation
by: Sun, Shangquan, et al.
Published: (2024)

A Hybrid Transformer-Mamba Network for Single Image Deraining
by: Sun, Shangquan, et al.
Published: (2024)

DI-Retinex: Digital-Imaging Retinex Theory for Low-Light Image Enhancement
by: Sun, Shangquan, et al.
Published: (2024)

Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining
by: Sun, Shangquan, et al.
Published: (2025)

How Powerful Potential of Attention on Image Restoration?
by: Wang, Cong, et al.
Published: (2024)

FaceMe: Robust Blind Face Restoration with Personal Identification
by: Liu, Siyu, et al.
Published: (2025)

Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration
by: Qin, Chu-Jie, et al.
Published: (2024)

Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing
by: Fu, Jiayi, et al.
Published: (2025)

EnsAug: Augmentation-Driven Ensembles for Human Motion Sequence Analysis
by: De, Bikram, et al.
Published: (2026)

Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors
by: Zhang, Aiping, et al.
Published: (2024)

Text-Aware Image Restoration with Diffusion Models
by: Min, Jaewon, et al.
Published: (2025)

MixNet: Efficient Global Modeling for Ultra-High-Definition Image Restoration
by: Wu, Chen, et al.
Published: (2024)

PerTouch: VLM-Driven Agent for Personalized and Semantic Image Retouching
by: Chang, Zewei, et al.
Published: (2025)

FoundIR-v2: Optimizing Pre-Training Data Mixtures for Image Restoration Foundation Model
by: Chen, Xiang, et al.
Published: (2025)

M2IR: Proactive All-in-One Image Restoration via Mamba-style Modulation and Mixture-of-Experts
by: Wang, Shiwei, et al.
Published: (2026)

UMDATrack: Unified Multi-Domain Adaptive Tracking Under Adverse Weather Conditions
by: Yao, Siyuan, et al.
Published: (2025)

MambaIR: A Simple Baseline for Image Restoration with State-Space Model
by: Guo, Hang, et al.
Published: (2024)

CAMotion: A High-Quality Benchmark for Camouflaged Moving Object Detection in the Wild
by: Yao, Siyuan, et al.
Published: (2026)

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

UncTrack: Reliable Visual Object Tracking with Uncertainty-Aware Prototype Memory Network
by: Yao, Siyuan, et al.
Published: (2025)

UAGLNet: Uncertainty-Aggregated Global-Local Fusion Network with Cooperative CNN-Transformer for Building Extraction
by: Yao, Siyuan, et al.
Published: (2025)

Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging
by: Shen, Li, et al.
Published: (2024)

VmambaIR: Visual State Space Model for Image Restoration
by: Shi, Yuan, et al.
Published: (2024)

Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
by: Guo, Hang, et al.
Published: (2023)

RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution
by: Wang, Jiangang, et al.
Published: (2024)

DSwinIR: Rethinking Window-based Attention for Image Restoration
by: Wu, Gang, et al.
Published: (2025)

DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models
by: Yeh, Chang-Han, et al.
Published: (2024)

MatIR: A Hybrid Mamba-Transformer Image Restoration Model
by: Wen, Juan, et al.
Published: (2025)

FaceInsight: A Multimodal Large Language Model for Face Perception
by: Li, Jingzhi, et al.
Published: (2025)

IR-Flow: Bridging Discriminative and Generative Image Restoration via Rectified Flow
by: Fan, Zihao, et al.
Published: (2026)

SLER-IR: Spherical Layer-wise Expert Routing for All-in-One Image Restoration
by: Shurui, Peng, et al.
Published: (2026)

ControlMambaIR: Conditional Controls with State-Space Model for Image Restoration
by: Yang, Cheng, et al.
Published: (2025)

Federated Distillation for Whole Slide Image via Gaussian-Mixture Feature Alignment and Curriculum Integration
by: Jing, Luru, et al.
Published: (2026)

Pathology Image Restoration via Mixture of Prompts
by: Cai, Jiangdong, et al.
Published: (2025)

Towards Explainable Industrial Anomaly Detection via Knowledge-Guided Latent Reasoning
by: Chen, Peng, et al.
Published: (2026)

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

EvoIR: Towards All-in-One Image Restoration via Evolutionary Frequency Modulation
by: Ma, Jiaqi, et al.
Published: (2025)

DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
by: Liu, Hanzhou, et al.
Published: (2025)

SphereVAD: Training-Free Video Anomaly Detection via Geodesic Inference on the Unit Hypersphere
by: Huang, Chao, et al.
Published: (2026)