{"total":51,"rows":[{"id":"2503.23580","title":"DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution","created":"2025-03-30","cited_by_count":53,"area":"diffusion"},{"id":"2503.11073","title":"Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models","created":"2025-03-14","cited_by_count":24,"area":"diffusion"},{"id":"2507.20291","title":"Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training","created":"2025-07-27","cited_by_count":21,"area":"diffusion"},{"id":"2506.15591","title":"One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution","created":"2025-06-18","cited_by_count":15,"area":"diffusion"},{"id":"2508.08227","title":"OMGSR: You Only Need One Mid-timestep Guidance for Real-World Image Super-Resolution","created":"2025-08-11","cited_by_count":15,"area":"diffusion"},{"id":"2511.17138","title":"One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution","created":"2025-11-21","cited_by_count":8,"area":"diffusion"},{"id":"2503.21694","title":"Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data","created":"2025-03-27","cited_by_count":7,"area":"diffusion"},{"id":"2512.23709","title":"Stream-DiffVSR: Low-Latency Streamable Video Super-Resolution via Auto-Regressive Diffusion","created":"2025-12-29","cited_by_count":7,"area":"diffusion"},{"id":"2602.01864","title":"Trust but Verify: Adaptive Conditioning for Reference-Based Diffusion Super-Resolution via Implicit Reference Correlation Modeling","created":"2026-02-02","cited_by_count":5,"area":"diffusion"},{"id":"2603.00458","title":"Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution","created":"2026-02-28","cited_by_count":5,"area":"diffusion"},{"id":"2604.03225","title":"VOSR: A Vision-Only Generative Model for Image Super-Resolution","created":"2026-04-03","cited_by_count":5,"area":"diffusion"},{"id":"2509.24644","title":"RIFLE: Removal of Image Flicker-Banding via Latent Diffusion Enhancement","created":"2025-09-29","cited_by_count":4,"area":"diffusion"},{"id":"2602.23847","title":"Polarization Uncertainty-Guided Diffusion Model for Color Polarization Image Demosaicking","created":"2026-02-27","cited_by_count":4,"area":"diffusion"},{"id":"2503.13358","title":"One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation","created":"2025-03-17","cited_by_count":3,"area":"diffusion"},{"id":"2510.18851","title":"DP$^2$O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution","created":"2025-10-21","cited_by_count":2,"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":"2512.01390","title":"FRAMER: Frequency-Aligned Self-Distillation with Adaptive Modulation Leveraging Diffusion Priors for Real-World Image Super-Resolution","created":"2025-12-01","cited_by_count":2,"area":"diffusion"},{"id":"2603.06275","title":"Spectral and Trajectory Regularization for Diffusion Transformer Super-Resolution","created":"2026-03-06","cited_by_count":2,"area":"diffusion"},{"id":"2503.24357","title":"InstructRestore: Region-Customized Image Restoration with Human Instructions","created":"2025-03-31","cited_by_count":1,"area":"diffusion"},{"id":"2505.18469","title":"HonestFace: Towards Honest Face Restoration with One-Step Diffusion Model","created":"2025-05-24","cited_by_count":1,"area":"diffusion"},{"id":"2512.04699","title":"OmniScaleSR: Unleashing Scale-Controlled Diffusion Prior for Faithful and Realistic Arbitrary-Scale Image Super-Resolution","created":"2025-12-04","cited_by_count":1,"area":"diffusion"},{"id":"2601.20308","title":"Taming Real-World Space-Time Video Super-Resolution with One-Step Diffusion","created":"2026-01-28","cited_by_count":1,"area":"diffusion"},{"id":"2602.07069","title":"Bird-SR: Bidirectional Reward-Guided Diffusion for Real-World Image Super-Resolution","created":"2026-02-05","cited_by_count":1,"area":"diffusion"},{"id":"2604.24136","title":"Bridging Restoration and Generation in One-step Diffusion for Real-World Image Super-Resolution","created":"2026-04-27","cited_by_count":1,"area":"diffusion"},{"id":"2605.15682","title":"DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer","created":"2026-05-15","cited_by_count":1,"area":"diffusion"},{"id":"2606.16188","title":"TEASR: Training-Efficient Any-Step Diffusion Transformer for Real-World Image Super-Resolution","created":"2026-06-15","cited_by_count":1,"area":"diffusion"},{"id":"2609.15120","title":"DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution","created":"2026-09-14","cited_by_count":1,"area":"diffusion"},{"id":"2505.23462","title":"LAFR: Efficient Diffusion-based Blind Face Restoration via Latent Codebook Alignment Adapter","created":"2025-05-29","cited_by_count":0,"area":"diffusion"},{"id":"2510.09924","title":"HeadsUp! High-Fidelity Portrait Image Super-Resolution","created":"2025-10-10","cited_by_count":0,"area":"diffusion"},{"id":"2510.13649","title":"Local-Global Context-Aware and Structure-Preserving Image Super-Resolution","created":"2025-10-11","cited_by_count":0,"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"},{"id":"2510.23382","title":"An Efficient Remote Sensing Super Resolution Method Exploring Diffusion Priors and Multi-Modal Constraints for Crop Type Mapping","created":"2025-10-27","cited_by_count":0,"area":"diffusion"},{"id":"2510.26339","title":"GLYPH-SR: Can We Achieve Both High-Quality Image Super-Resolution and High-Fidelity Text Recovery via VLM-guided Latent Diffusion Model?","created":"2025-10-30","cited_by_count":0,"area":"diffusion"},{"id":"2511.16520","title":"Saving Foundation Flow-Matching Priors for Inverse Problems","created":"2025-11-20","cited_by_count":0,"area":"diffusion"},{"id":"2512.02681","title":"PGP-DiffSR: Phase-Guided Progressive Pruning for Efficient Diffusion-based Image Super-Resolution","created":"2025-12-02","cited_by_count":0,"area":"diffusion"},{"id":"2602.03342","title":"Tiled Prompts: Overcoming Prompt Misguidance in Image and Video Super-Resolution","created":"2026-02-03","cited_by_count":0,"area":"diffusion"},{"id":"2603.09125","title":"QUSR: Quality-Aware and Uncertainty-Guided Image Super-Resolution Diffusion Model","created":"2026-03-10","cited_by_count":0,"area":"diffusion"},{"id":"2603.17408","title":"Joint Degradation-Aware Arbitrary-Scale Super-Resolution for Variable-Rate Extreme Image Compression","created":"2026-03-18","cited_by_count":0,"area":"diffusion"},{"id":"2604.11470","title":"Degradation-Aware and Structure-Preserving Diffusion for Real-World Image Super-Resolution","created":"2026-04-13","cited_by_count":0,"area":"diffusion"},{"id":"2604.19238","title":"Allo{SR}$^2$: Rectifying One-Step Super-Resolution to Stay Real via Allomorphic Generative Flows","created":"2026-04-21","cited_by_count":0,"area":"diffusion"},{"id":"2606.09608","title":"TUDSR: Twice Upsampling-Diffusion for Higher Super-Resolution","created":"2026-06-08","cited_by_count":0,"area":"diffusion"},{"id":"2606.28745","title":"FreqOrtho-SR: Frequency-Guided Orthogonal Expert Learning for Real-World Image Super-Resolution","created":"2026-06-27","cited_by_count":0,"area":"diffusion"},{"id":"2607.06162","title":"High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control","created":"2026-07-07","cited_by_count":0,"area":"diffusion"},{"id":"2607.13460","title":"LPM: Industrial-Scale Generative Video Restoration","created":"2026-07-15","cited_by_count":0,"area":"diffusion"},{"id":"2607.21504","title":"Texture++: Elevating 3D Asset Texture Resolution with a Region-Aware Diffusion Model","created":"2026-07-23","cited_by_count":0,"area":"diffusion"},{"id":"2608.09133","title":"When Latents Forget Pixels: Restoring Fidelity in Diffusion Transformer Super-Resolution","created":"2026-08-10","cited_by_count":0,"area":"diffusion"},{"id":"2608.09373","title":"Preserve More Details: Mitigating Content Drift in Real-World Image Super-Resolution","created":"2026-08-10","cited_by_count":0,"area":"diffusion"},{"id":"2608.25998","title":"Uncertainty-Guided Latent Diffusion Models for Faithful Super Resolution","created":"2026-08-26","cited_by_count":0,"area":"diffusion"},{"id":"2609.03813","title":"SPARK: Input-Conditioned Sparse Activation Modulation for Frozen DiT-based Super-Resolution","created":"2026-09-03","cited_by_count":0,"area":"diffusion"},{"id":"2610.04819","title":"DriftSR: One-Step Real-World Image Super-Resolution via Distribution Drifting","created":"2026-10-03","cited_by_count":0,"area":"diffusion"},{"id":"2610.14281","title":"TGSR: Text-Grounded Diffusion for Faithful Image Super-Resolution","created":"2026-10-09","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}