Cover Image

Unpaired Image Deraining Using Reward-Guided Self-Reinforcement Strategy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Yinghao, Jin, Yeying, Chen, Xiang, Wei, Yanyan, Yan, Ziyang, Fu, Yaowen
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

Unpaired Photo-realistic Image Deraining with Energy-informed Diffusion Model
by: Wen, Yuanbo, et al.
Published: (2024)

Rethinking Real-world Image Deraining via An Unpaired Degradation-Conditioned Diffusion Model
by: Shen, Yiyang, et al.
Published: (2023)

NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction
by: Lin, Beibei, et al.
Published: (2024)

Learning A Spiking Neural Network for Efficient Image Deraining
by: Song, Tianyu, et al.
Published: (2024)

Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method
by: Chen, Hongming, et al.
Published: (2024)

Image Deraining via Self-supervised Reinforcement Learning
by: Liao, He-Hao, et al.
Published: (2024)

Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
by: Guan, Qiyuan, et al.
Published: (2025)

Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution
by: Jin, Yeying, et al.
Published: (2023)

Exploiting Regional Information Transformer for Single Image Deraining
by: Li, Baiang, et al.
Published: (2024)

Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining
by: Chen, Xiang, et al.
Published: (2024)

Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining
by: Dong, Guanglu, et al.
Published: (2025)

UniRain: Unified Image Deraining with RAG-based Dataset Distillation and Multi-objective Reweighted Optimization
by: Yang, Qianfeng, et al.
Published: (2026)

NightHaze: Nighttime Image Dehazing via Self-Prior Learning
by: Lin, Beibei, et al.
Published: (2024)

Exploring the Potentials of Spiking Neural Networks for Image Deraining
by: Chen, Shuang, et al.
Published: (2025)

Derain-Agent: A Plug-and-Play Agent Framework for Rainy Image Restoration
by: Yu, Zhaocheng, et al.
Published: (2026)

Cross-Scenario Deraining Adaptation with Unpaired Data: Superpixel Structural Priors and Multi-Stage Pseudo-Rain Synthesis
by: Zhao, Kangbo, et al.
Published: (2026)

Dual-Path Multi-Scale Transformer for High-Quality Image Deraining
by: Zhou, Huiling, et al.
Published: (2024)

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models
by: Jiang, Songtao, et al.
Published: (2025)

Adaptive Frequency Enhancement Network for Single Image Deraining
by: Yan, Fei, et al.
Published: (2024)

Cycle Contrastive Adversarial Learning for Unsupervised image Deraining
by: Zhao, Chen, et al.
Published: (2024)

GT-Rain Single Image Deraining Challenge Report
by: Zhang, Howard, et al.
Published: (2024)

Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation
by: Cai, Xiuding, et al.
Published: (2022)

The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation
by: Mao, Weijia, et al.
Published: (2025)

Cross Paradigm Representation and Alignment Transformer for Image Deraining
by: Zou, Shun, et al.
Published: (2025)

Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks
by: Wang, Cong, et al.
Published: (2024)

Unpaired Image-to-Image Translation via a Self-Supervised Semantic Bridge
by: Liu, Jiaming, et al.
Published: (2026)

DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT Similarity
by: Jin, Yeying, et al.
Published: (2022)

DeLiVR: Differential Spatiotemporal Lie Bias for Efficient Video Deraining
by: Sun, Shuning, et al.
Published: (2025)

Curvilinear Structure-preserving Unpaired Cross-domain Medical Image Translation
by: Chen, Zihao, et al.
Published: (2025)

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

Not Just Streaks: Towards Ground Truth for Single Image Deraining
by: Ba, Yunhao, et al.
Published: (2022)

Contrastive-SDE: Guiding Stochastic Differential Equations with Contrastive Learning for Unpaired Image-to-Image Translation
by: Kotyada, Venkata Narendra, et al.
Published: (2025)

Learning Implicit Neural Degradation Representation for Unpaired Image Dehazing
by: Fan, Shuaibin, et al.
Published: (2025)

Unpaired Deblurring via Decoupled Diffusion Model
by: Cheng, Junhao, et al.
Published: (2025)

Polyp-DAM: Polyp segmentation via depth anything model
by: Zheng, Zhuoran, et al.
Published: (2024)

MMGT: Motion Mask Guided Two-Stage Network for Co-Speech Gesture Video Generation
by: Wang, Siyuan, et al.
Published: (2025)

UniFit: Towards Universal Virtual Try-on with MLLM-Guided Semantic Alignment
by: Zhang, Wei, et al.
Published: (2025)

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

Using Prompts to Guide Large Language Models in Imitating a Real Person's Language Style
by: Chen, Ziyang, et al.
Published: (2024)

Learning Dual-Domain Multi-Scale Representations for Single Image Deraining
by: Zou, Shun, et al.
Published: (2025)