{"total":13,"rows":[{"id":"2303.11435","title":"Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration","created":"2023-03-20","cited_by_count":165,"area":"diffusion"},{"id":"2305.12966","title":"Hierarchical Integration Diffusion Model for Realistic Image Deblurring","created":"2023-05-22","cited_by_count":88,"area":"diffusion"},{"id":"2305.13819","title":"WaveDM: Wavelet-Based Diffusion Models for Image Restoration","created":"2023-05-23","cited_by_count":47,"area":"diffusion"},{"id":"2503.08434","title":"Bokeh Diffusion: Defocus Blur Control in Text-to-Image Diffusion Models","created":"2025-03-11","cited_by_count":10,"area":"diffusion"},{"id":"2503.06537","title":"One-Step Diffusion Model for Image Motion-Deblurring","created":"2025-03-09","cited_by_count":9,"area":"diffusion"},{"id":"2403.06793","title":"Boosting Image Restoration via Priors from Pre-trained Models","created":"2024-03-11","cited_by_count":6,"area":"diffusion"},{"id":"2512.07170","title":"Towards Unified Semantic and Controllable Image Fusion: A Diffusion Transformer Approach","created":"2025-12-08","cited_by_count":4,"area":"diffusion"},{"id":"2601.20306","title":"TPGDiff: Hierarchical Triple-Prior Guided Diffusion for Image Restoration","created":"2026-01-28","cited_by_count":4,"area":"diffusion"},{"id":"2401.05907","title":"Efficient Image Deblurring Networks based on Diffusion Models","created":"2024-01-11","cited_by_count":3,"area":"diffusion"},{"id":"2511.01645","title":"Enhancing Diffusion-based Restoration Models via Difficulty-Adaptive Reinforcement Learning with IQA Reward","created":"2025-11-03","cited_by_count":2,"area":"diffusion"},{"id":"2412.12550","title":"Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration","created":"2024-12-17","cited_by_count":1,"area":"diffusion"},{"id":"2512.19823","title":"Learning to Refocus with Video Diffusion Models","created":"2025-12-22","cited_by_count":1,"area":"diffusion"},{"id":"2510.17105","title":"Boosting Fidelity for Pre-Trained-Diffusion-Based Low-Light Image Enhancement via Condition Refinement","created":"2025-10-20","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}