{"total":16,"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":"2506.16960","title":"Visual-Instructed Degradation Diffusion for All-in-One Image Restoration","created":"2025-06-20","cited_by_count":26,"area":null},{"id":"2503.13165","title":"From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective","created":"2025-03-17","cited_by_count":23,"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":"2506.05599","title":"UniRes: Universal Image Restoration for Complex Degradations","created":"2025-06-05","cited_by_count":5,"area":null},{"id":"2510.13282","title":"Universal Image Restoration Pre-training via Masked Degradation Classification","created":"2025-10-15","cited_by_count":4,"area":null},{"id":"2411.18412","title":"Adaptive Blind All-in-One Image Restoration","created":"2024-11-27","cited_by_count":3,"area":null},{"id":"2511.05873","title":"EndoIR: Degradation-Agnostic All-in-One Endoscopic Image Restoration via Noise-Aware Routing Diffusion","created":"2025-11-08","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":"2509.12039","title":"RAM++: Robust Representation Learning via Adaptive Mask for All-in-One Image Restoration","created":"2025-09-15","cited_by_count":1,"area":null},{"id":"2504.16637","title":"RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration","created":"2025-04-23","cited_by_count":0,"area":null},{"id":"2505.07322","title":"RealRep: Generalized SDR-to-HDR Conversion via Attribute-Disentangled Representation Learning","created":"2025-05-12","cited_by_count":0,"area":null},{"id":"2511.12480","title":"MaskAnyNet: Rethinking Masked Image Regions as Valuable Information in Supervised Learning","created":"2025-11-16","cited_by_count":0,"area":null},{"id":"2602.00579","title":"Bridging Degradation Discrimination and Generation for Universal Image Restoration","created":"2026-01-31","cited_by_count":0,"area":null},{"id":"2606.19097","title":"DVANet: Degradation-aware Visual-prior Alignment Network for Image Restoration","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2608.23799","title":"Restoring Without Forgetting: Continual Learning Across Image Degradations","created":"2026-08-24","cited_by_count":0,"area":null}],"next_cursor":null}