{"total":164,"rows":[{"id":"2407.04621","title":"OneRestore: A Universal Restoration Framework for Composite Degradation","created":"2024-07-05","cited_by_count":92,"area":null},{"id":"2407.10172","title":"Restoring Images in Adverse Weather Conditions via Histogram Transformer","created":"2024-07-14","cited_by_count":73,"area":null},{"id":"2408.14180","title":"I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing","created":"2024-08-26","cited_by_count":63,"area":null},{"id":"2401.15583","title":"SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection","created":"2024-01-28","cited_by_count":62,"area":null},{"id":"2408.15994","title":"Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration","created":"2024-08-28","cited_by_count":62,"area":null},{"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":"2404.01547","title":"Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining","created":"2024-04-02","cited_by_count":54,"area":null},{"id":"2503.06617","title":"Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling","created":"2025-03-09","cited_by_count":48,"area":null},{"id":"2308.14153","title":"Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks","created":"2023-08-27","cited_by_count":45,"area":null},{"id":"2312.05038","title":"Prompt-In-Prompt Learning for Universal Image Restoration","created":"2023-12-08","cited_by_count":43,"area":null},{"id":"2308.03867","title":"From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal","created":"2023-08-07","cited_by_count":39,"area":null},{"id":"2404.01882","title":"Scene Adaptive Sparse Transformer for Event-based Object Detection","created":"2024-04-02","cited_by_count":39,"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":"2312.17334","title":"Improving Image Restoration through Removing Degradations in Textual Representations","created":"2023-12-28","cited_by_count":36,"area":null},{"id":"2310.03535","title":"Towards Unified Deep Image Deraining: A Survey and A New Benchmark","created":"2023-10-05","cited_by_count":34,"area":null},{"id":"2405.14343","title":"Efficient Visual State Space Model for Image Deblurring","created":"2024-05-23","cited_by_count":29,"area":null},{"id":"2403.07347","title":"Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture","created":"2024-03-12","cited_by_count":28,"area":null},{"id":"2312.06162","title":"Textual Prompt Guided Image Restoration","created":"2023-12-11","cited_by_count":27,"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":"2503.20337","title":"Progressive Focused Transformer for Single Image Super-Resolution","created":"2025-03-26","cited_by_count":25,"area":null},{"id":"2409.15739","title":"Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint","created":"2024-09-24","cited_by_count":24,"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":"2309.03063","title":"Prompt-based Ingredient-Oriented All-in-One Image Restoration","created":"2023-09-06","cited_by_count":22,"area":null},{"id":"2411.01656","title":"Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration","created":"2024-11-03","cited_by_count":21,"area":null},{"id":"2401.00729","title":"NightRain: Nighttime Video Deraining via Adaptive-Rain-Removal and Adaptive-Correction","created":"2024-01-01","cited_by_count":20,"area":null},{"id":"2509.11642","title":"WeatherBench: A Real-World Benchmark Dataset for All-in-One Adverse Weather Image Restoration","created":"2025-09-15","cited_by_count":20,"area":null},{"id":"2408.11540","title":"DeRainGS: Gaussian Splatting for Enhanced Scene Reconstruction in Rainy Environments","created":"2024-08-21","cited_by_count":19,"area":null},{"id":"2411.06456","title":"Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration","created":"2024-11-10","cited_by_count":19,"area":null},{"id":"2308.06998","title":"Mutual Information-driven Triple Interaction Network for Efficient Image Dehazing","created":"2023-08-14","cited_by_count":18,"area":null},{"id":"2404.00288","title":"Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration","created":"2024-03-30","cited_by_count":18,"area":null},{"id":"2408.03717","title":"Pick of the Bunch: Detecting Infrared Small Targets Beyond Hit-Miss Trade-Offs via Selective Rank-Aware Attention","created":"2024-08-07","cited_by_count":17,"area":null},{"id":"2405.06277","title":"Learning A Spiking Neural Network for Efficient Image Deraining","created":"2024-05-10","cited_by_count":16,"area":null},{"id":"2402.05773","title":"UAV-Rain1k: A Benchmark for Raindrop Removal from UAV Aerial Imagery","created":"2024-02-08","cited_by_count":15,"area":null},{"id":"2408.10145","title":"Multi-Scale Representation Learning for Image Restoration with State-Space Model","created":"2024-08-19","cited_by_count":15,"area":null},{"id":"2305.15134","title":"Networks are Slacking Off: Understanding Generalization Problem in Image Deraining","created":"2023-05-24","cited_by_count":14,"area":null},{"id":"2312.01677","title":"Multi-task Image Restoration Guided By Robust DINO Features","created":"2023-12-04","cited_by_count":14,"area":null},{"id":"2402.02090","title":"All-weather Multi-Modality Image Fusion: Unified Framework and 100k Benchmark","created":"2024-02-03","cited_by_count":14,"area":null},{"id":"2405.20008","title":"Sharing Key Semantics in Transformer Makes Efficient Image Restoration","created":"2024-05-30","cited_by_count":14,"area":null},{"id":"2309.04780","title":"Latent Degradation Representation Constraint for Single Image Deraining","created":"2023-09-09","cited_by_count":13,"area":null},{"id":"2403.07292","title":"Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure","created":"2024-03-12","cited_by_count":13,"area":null},{"id":"2405.02843","title":"Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration","created":"2024-05-05","cited_by_count":13,"area":null},{"id":"2503.06242","title":"LapSum -- One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection","created":"2025-03-08","cited_by_count":13,"area":null},{"id":"2601.02763","title":"ClearAIR: A Human-Visual-Perception-Inspired All-in-One Image Restoration","created":"2026-01-06","cited_by_count":12,"area":null},{"id":"2410.07901","title":"Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization","created":"2024-10-10","cited_by_count":11,"area":null},{"id":"2503.18703","title":"Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining","created":"2025-03-24","cited_by_count":11,"area":null},{"id":"2303.15198","title":"Image Deblurring by Exploring In-depth Properties of Transformer","created":"2023-03-24","cited_by_count":10,"area":null},{"id":"2402.18172","title":"NiteDR: Nighttime Image De-Raining with Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes","created":"2024-02-28","cited_by_count":10,"area":null},{"id":"2404.11273","title":"Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution","created":"2024-04-17","cited_by_count":10,"area":null},{"id":"2504.09377","title":"Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration","created":"2025-04-12","cited_by_count":10,"area":null},{"id":"2506.16961","title":"Reversing Flow for Image Restoration","created":"2025-06-20","cited_by_count":10,"area":null},{"id":"2507.16018","title":"Artifacts and Attention Sinks: Structured Approximations for Efficient Vision Transformers","created":"2025-07-21","cited_by_count":10,"area":null},{"id":"2305.03997","title":"Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark","created":"2023-05-06","cited_by_count":9,"area":null},{"id":"2401.10666","title":"MixNet: Efficient Global Modeling for Ultra-High-Definition Image Restoration","created":"2024-01-19","cited_by_count":8,"area":null},{"id":"2404.11401","title":"RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering","created":"2024-04-17","cited_by_count":8,"area":null},{"id":"2505.16811","title":"Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining","created":"2025-05-22","cited_by_count":8,"area":null},{"id":"2602.21917","title":"Scan Clusters, Not Pixels: A Cluster-Centric Paradigm for Efficient Ultra-high-definition Image Restoration","created":"2026-02-25","cited_by_count":8,"area":null},{"id":"2404.17400","title":"Spatial-frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement","created":"2024-04-26","cited_by_count":7,"area":null},{"id":"2405.16470","title":"Image Deraining with Frequency-Enhanced State Space Model","created":"2024-05-26","cited_by_count":7,"area":null},{"id":"2408.09241","title":"Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration","created":"2024-08-17","cited_by_count":7,"area":null},{"id":"2410.03171","title":"Dual Selective Fusion Transformer Network for Hyperspectral Image Classification","created":"2024-10-04","cited_by_count":7,"area":null},{"id":"2504.04869","title":"DSwinIR: Rethinking Window-based Attention for Image Restoration","created":"2025-04-07","cited_by_count":7,"area":null},{"id":"2512.05104","title":"EvoIR: Towards All-in-One Image Restoration via Evolutionary Frequency Modulation","created":"2025-12-04","cited_by_count":7,"area":null},{"id":"2604.15654","title":"From Zero to Detail: A Progressive Spectral Decoupling Paradigm for UHD Image Restoration with New Benchmark","created":"2026-04-17","cited_by_count":7,"area":null},{"id":"2604.17669","title":"Low Light Image Enhancement Challenge at NTIRE 2026","created":"2026-04-19","cited_by_count":7,"area":null},{"id":"2305.11474","title":"Reciprocal Attention Mixing Transformer for Lightweight Image Restoration","created":"2023-05-19","cited_by_count":6,"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":"2410.04811","title":"Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration","created":"2024-10-07","cited_by_count":5,"area":null},{"id":"2410.08177","title":"TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration","created":"2024-10-10","cited_by_count":5,"area":null},{"id":"2502.14493","title":"CrossFuse: Learning Infrared and Visible Image Fusion by Cross-Sensor Top-K Vision Alignment and Beyond","created":"2025-02-20","cited_by_count":5,"area":null},{"id":"2503.20174","title":"Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration","created":"2025-03-26","cited_by_count":5,"area":null},{"id":"2506.12263","title":"A Survey of Foundation Models for IoT: Taxonomy and Criteria-Based Analysis","created":"2025-06-13","cited_by_count":5,"area":null},{"id":"2510.17440","title":"Rethinking Nighttime Image Deraining via Learnable Color Space Transformation","created":"2025-10-20","cited_by_count":5,"area":null},{"id":"2512.10948","title":"ClusIR: Towards Cluster-Guided All-in-One Image Restoration","created":"2025-12-11","cited_by_count":5,"area":null},{"id":"2604.19445","title":"LoViF 2026 Challenge on Real-World All-in-One Image Restoration: Methods and Results","created":"2026-04-21","cited_by_count":5,"area":null},{"id":"2310.14958","title":"Learning Real-World Image De-Weathering with Imperfect Supervision","created":"2023-10-23","cited_by_count":4,"area":null},{"id":"2410.08688","title":"Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers","created":"2024-10-11","cited_by_count":4,"area":null},{"id":"2412.00348","title":"Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey","created":"2024-11-30","cited_by_count":4,"area":null},{"id":"2502.01181","title":"BVINet: Unlocking Blind Video Inpainting with Zero Annotations","created":"2025-02-03","cited_by_count":4,"area":null},{"id":"2502.12600","title":"Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining","created":"2025-02-18","cited_by_count":4,"area":null},{"id":"2503.02484","title":"ERetinex: Event Camera Meets Retinex Theory for Low-Light Image Enhancement","created":"2025-03-04","cited_by_count":4,"area":null},{"id":"2503.09013","title":"Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal","created":"2025-03-12","cited_by_count":4,"area":null},{"id":"2509.12701","title":"SmokeBench: A Real-World Dataset for Surveillance Image Desmoking in Early-Stage Fire Scenes","created":"2025-09-16","cited_by_count":4,"area":null},{"id":"2511.06734","title":"Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning","created":"2025-11-10","cited_by_count":4,"area":null},{"id":"2603.22794","title":"It Takes Two: A Duet of Periodicity and Directionality for Burst Flicker Removal","created":"2026-03-24","cited_by_count":4,"area":null},{"id":"2402.02634","title":"Key-Graph Transformer for Image Restoration","created":"2024-02-04","cited_by_count":3,"area":null},{"id":"2411.18412","title":"Adaptive Blind All-in-One Image Restoration","created":"2024-11-27","cited_by_count":3,"area":null},{"id":"2502.03649","title":"All-in-One Image Compression and Restoration","created":"2025-02-05","cited_by_count":3,"area":null},{"id":"2504.17732","title":"DPMambaIR: All-in-One Image Restoration via Degradation-Aware Prompt State Space Model","created":"2025-04-24","cited_by_count":3,"area":null},{"id":"2505.16157","title":"Fast and Accurate Image Restoration and Generation with Rank Enhanced Linear Attention","created":"2025-05-22","cited_by_count":3,"area":null},{"id":"2507.13663","title":"Global Modeling Matters: A Fast, Lightweight and Effective Baseline for Efficient Image Restoration","created":"2025-07-18","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":"2404.12091","title":"Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains","created":"2024-04-18","cited_by_count":2,"area":null},{"id":"2501.15043","title":"Prompt-Aware Controllable Shadow Removal","created":"2025-01-25","cited_by_count":2,"area":null},{"id":"2503.17193","title":"MSCA-Net:Multi-Scale Context Aggregation Network for Infrared Small Target Detection","created":"2025-03-21","cited_by_count":2,"area":null},{"id":"2507.11035","title":"Efficient Dual-domain Image Dehazing with Haze Prior Perception","created":"2025-07-15","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":"2605.00719","title":"Unpaired Image Deraining Using Reward-Guided Self-Reinforcement Strategy","created":"2026-05-01","cited_by_count":2,"area":null},{"id":"2606.18644","title":"Spiking Pyramid Wavelet Transformation for High-efficient and Low-energy Image Restoration","created":"2026-06-17","cited_by_count":2,"area":null},{"id":"2403.07380","title":"Gabor-guided transformer for single image deraining","created":"2024-03-12","cited_by_count":1,"area":null},{"id":"2405.18124","title":"Dual-Path Multi-Scale Transformer for High-Quality Image Deraining","created":"2024-05-28","cited_by_count":1,"area":null}],"next_cursor":"100"}