{"total":28,"rows":[{"id":"2410.15067","title":"A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends","created":"2024-10-19","cited_by_count":60,"area":null},{"id":"2412.01427","title":"FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration","created":"2024-12-02","cited_by_count":39,"area":null},{"id":"2504.12276","title":"The Tenth NTIRE 2025 Image Denoising Challenge Report","created":"2025-04-16","cited_by_count":21,"area":null},{"id":"2412.06424","title":"Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video","created":"2024-12-09","cited_by_count":20,"area":null},{"id":"2407.19139","title":"Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration","created":"2024-07-27","cited_by_count":18,"area":null},{"id":"2409.00263","title":"AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning","created":"2024-08-30","cited_by_count":18,"area":null},{"id":"2412.00878","title":"Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration","created":"2024-12-01","cited_by_count":17,"area":null},{"id":"2505.12089","title":"NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results","created":"2025-05-17","cited_by_count":14,"area":null},{"id":"2404.07846","title":"Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising","created":"2024-04-11","cited_by_count":9,"area":null},{"id":"2407.00676","title":"Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation","created":"2024-06-30","cited_by_count":9,"area":null},{"id":"2411.15922","title":"PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation","created":"2024-11-24","cited_by_count":7,"area":null},{"id":"2504.09973","title":"Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration","created":"2025-04-14","cited_by_count":6,"area":null},{"id":"2504.12606","title":"Robo-SGG: Exploiting Layout-Oriented Normalization and Restitution Can Improve Robust Scene Graph Generation","created":"2025-04-17","cited_by_count":3,"area":null},{"id":"2507.14851","title":"Grounding Degradations in Natural Language for All-In-One Video Restoration","created":"2025-07-20","cited_by_count":3,"area":null},{"id":"2507.22498","title":"Robust Adverse Weather Removal via Spectral-based Spatial Grouping","created":"2025-07-30","cited_by_count":3,"area":null},{"id":"2508.16881","title":"AWM-Fuse: Multi-Modality Image Fusion for Adverse Weather via Global and Local Text Perception","created":"2025-08-23","cited_by_count":3,"area":null},{"id":"2409.17792","title":"Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training Pairs","created":"2024-09-26","cited_by_count":2,"area":null},{"id":"2411.16217","title":"Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding","created":"2024-11-25","cited_by_count":2,"area":null},{"id":"2504.08219","title":"VL-UR: Vision-Language-guided Universal Restoration of Images Degraded by Adverse Weather Conditions","created":"2025-04-11","cited_by_count":2,"area":null},{"id":"2603.03839","title":"All-in-One Image Restoration via Causal-Deconfounding Wavelet-Disentangled Prompt Network","created":"2026-03-04","cited_by_count":2,"area":null},{"id":"2603.12579","title":"DINOLight: Robust Ambient Light Normalization with Self-supervised Visual Prior Integration","created":"2026-03-13","cited_by_count":2,"area":null},{"id":"2505.24207","title":"Boosting All-in-One Image Restoration via Self-Improved Privilege Learning","created":"2025-05-30","cited_by_count":1,"area":null},{"id":"2608.06939","title":"Degradation-Aware Prompt Learning with Cross-Modal Compensation for Adverse Weather Removal","created":"2026-08-07","cited_by_count":1,"area":null},{"id":"2404.18155","title":"ShapeMoir\\'e: Channel-Wise Shape-Guided Network for Image Demoir\\'eing","created":"2024-04-28","cited_by_count":0,"area":null},{"id":"2503.12399","title":"Pathology Image Restoration via Mixture of Prompts","created":"2025-03-16","cited_by_count":0,"area":null},{"id":"2508.08605","title":"SelfHVD: Self-Supervised Handheld Video Deblurring","created":"2025-08-12","cited_by_count":0,"area":null},{"id":"2608.00736","title":"MDTD-ArtIR: Benchmarking Image Editing and Restoration Models for Art Image Restoration under Texture-Overlay Degradations","created":"2026-08-01","cited_by_count":0,"area":null},{"id":"2609.25267","title":"ImIR: Image-Instruction Tuning for All-in-One Image Restoration","created":"2026-09-21","cited_by_count":0,"area":null}],"next_cursor":null}