{"total":22,"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":"2505.12630","title":"Degradation-Aware Feature Perturbation for All-in-One Image Restoration","created":"2025-05-19","cited_by_count":41,"area":null},{"id":"2407.11087","title":"Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV","created":"2024-07-14","cited_by_count":36,"area":null},{"id":"2510.15710","title":"UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis","created":"2025-10-17","cited_by_count":12,"area":null},{"id":"2603.01725","title":"Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration","created":"2026-03-02","cited_by_count":7,"area":null},{"id":"2512.14550","title":"TAT: Task-Adaptive Transformer for All-in-One Medical Image Restoration","created":"2025-12-16","cited_by_count":3,"area":null},{"id":"2604.05629","title":"A Unified Foundation Model for All-in-One Multi-Modal Remote Sensing Image Restoration and Fusion with Language Prompting","created":"2026-04-07","cited_by_count":3,"area":null},{"id":"2411.07619","title":"Artificial Intelligence for Biomedical Video Generation","created":"2024-11-12","cited_by_count":2,"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":"2506.01366","title":"CLIP-driven rain perception: Adaptive deraining with pattern-aware network routing and mask-guided cross-attention","created":"2025-06-02","cited_by_count":1,"area":null},{"id":"2506.22736","title":"UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments","created":"2025-06-28","cited_by_count":1,"area":null},{"id":"2605.08627","title":"DRNet: All-in-One Image Restoration via Prior-Guided Dynamic Reparameterization","created":"2026-05-09","cited_by_count":1,"area":null},{"id":"2501.14013","title":"Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas Segmentation","created":"2025-01-23","cited_by_count":0,"area":null},{"id":"2503.02321","title":"Rapid Bone Scintigraphy Enhancement via Semantic Prior Distillation from Segment Anything Model","created":"2025-03-04","cited_by_count":0,"area":null},{"id":"2505.19161","title":"Benchmarking Endoscopic Surgical Image Restoration and Beyond","created":"2025-05-25","cited_by_count":0,"area":null},{"id":"2510.14463","title":"Pruning Overparameterized Multi-Task Networks for Degraded Web Image Restoration","created":"2025-10-16","cited_by_count":0,"area":null},{"id":"2601.23103","title":"Vision-Language Controlled Deep Unfolding for Joint Medical Image Restoration and Segmentation","created":"2026-01-30","cited_by_count":0,"area":null},{"id":"2606.00146","title":"Multi-Contrast MRI Motion Correction via Parameter-Informed Disentanglement and Adaptive Experts","created":"2026-05-29","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":"2608.09482","title":"Beyond Uniform Restoration: Empowering All-in-One Restoration with Pixel-Level Multimodal Guidance","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2609.06645","title":"MARR: Decoupling Policy, Execution, and Calibration for All-in-One Medical Image Restoration","created":"2026-09-06","cited_by_count":0,"area":null},{"id":"2609.11156","title":"UniH$^3$: Unifying Hierarchical Homogeneity and Heterogeneity for All-in-One Medical Image Restoration","created":"2026-09-10","cited_by_count":0,"area":null}],"next_cursor":null}