{"total":98,"rows":[{"id":"2308.09388","title":"Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey","created":"2023-08-18","cited_by_count":109,"area":"diffusion"},{"id":"2212.04711","title":"ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal","created":"2022-12-09","cited_by_count":103,"area":"diffusion"},{"id":"2302.11831","title":"Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement","created":"2023-02-23","cited_by_count":86,"area":null},{"id":"2103.01255","title":"Auto-Exposure Fusion for Single-Image Shadow Removal","created":"2021-03-01","cited_by_count":79,"area":null},{"id":"2403.18818","title":"ObjectDrop: Bootstrapping Counterfactuals for Photorealistic Object Removal and Insertion","created":"2024-03-27","cited_by_count":71,"area":"diffusion"},{"id":"2207.10434","title":"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network","created":"2022-07-21","cited_by_count":69,"area":null},{"id":"2308.13712","title":"Residual Denoising Diffusion Models","created":"2023-08-25","cited_by_count":69,"area":"diffusion"},{"id":"2103.12997","title":"From Shadow Generation to Shadow Removal","created":"2021-03-24","cited_by_count":55,"area":null},{"id":"2108.09894","title":"CANet: A Context-Aware Network for Shadow Removal","created":"2021-08-23","cited_by_count":47,"area":null},{"id":"2205.02918","title":"Generating Representative Samples for Few-Shot Classification","created":"2022-05-05","cited_by_count":39,"area":null},{"id":"2211.08089","title":"DeS3: Adaptive Attention-driven Self and Soft Shadow Removal using ViT Similarity","created":"2022-11-15","cited_by_count":38,"area":null},{"id":"2104.10338","title":"Shadow Generation for Composite Image in Real-world Scenes","created":"2021-04-21","cited_by_count":35,"area":null},{"id":"2302.01650","title":"ShadowFormer: Global Context Helps Image Shadow Removal","created":"2023-02-03","cited_by_count":35,"area":null},{"id":"2312.02156","title":"Latent Feature-Guided Diffusion Models for Shadow Removal","created":"2023-12-04","cited_by_count":29,"area":"diffusion"},{"id":"2101.01713","title":"Learning from Synthetic Shadows for Shadow Detection and Removal","created":"2021-01-05","cited_by_count":27,"area":null},{"id":"2302.05361","title":"Leveraging Inpainting for Single-Image Shadow Removal","created":"2023-02-10","cited_by_count":25,"area":null},{"id":"2402.00341","title":"Recasting Regional Lighting for Shadow Removal","created":"2024-02-01","cited_by_count":23,"area":null},{"id":"2207.04614","title":"Instance Shadow Detection with A Single-Stage Detector","created":"2022-07-11","cited_by_count":22,"area":null},{"id":"2406.02559","title":"ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer","created":"2024-04-18","cited_by_count":20,"area":null},{"id":"2311.14900","title":"Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise","created":"2023-11-25","cited_by_count":19,"area":"diffusion"},{"id":"2410.01719","title":"OmniSR: Shadow Removal under Direct and Indirect Lighting","created":"2024-10-02","cited_by_count":19,"area":null},{"id":"2108.11364","title":"Blind Image Decomposition","created":"2021-08-25","cited_by_count":18,"area":null},{"id":"2108.03466","title":"Unsupervised Portrait Shadow Removal via Generative Priors","created":"2021-08-07","cited_by_count":16,"area":null},{"id":"2412.17630","title":"Detail-Preserving Latent Diffusion for Stable Shadow Removal","created":"2024-12-23","cited_by_count":13,"area":"diffusion"},{"id":"2409.10353","title":"Taming Diffusion Models for Image Restoration: A Review","created":"2024-09-16","cited_by_count":12,"area":"diffusion"},{"id":"2411.14201","title":"Regional Attention for Shadow Removal","created":"2024-11-21","cited_by_count":12,"area":null},{"id":"2205.04908","title":"Shadow-Aware Dynamic Convolution for Shadow Removal","created":"2022-05-10","cited_by_count":11,"area":null},{"id":"2308.08935","title":"SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection","created":"2023-08-17","cited_by_count":11,"area":null},{"id":"2403.10076","title":"Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-adaptive Attacks","created":"2024-03-15","cited_by_count":10,"area":null},{"id":"2407.16214","title":"Diff-Shadow: Global-guided Diffusion Model for Shadow Removal","created":"2024-07-23","cited_by_count":10,"area":"diffusion"},{"id":"2109.09609","title":"Fine-Context Shadow Detection using Shadow Removal","created":"2021-09-20","cited_by_count":9,"area":null},{"id":"2403.18730","title":"Towards Image Ambient Lighting Normalization","created":"2024-03-27","cited_by_count":9,"area":null},{"id":"2207.01600","title":"CRFormer: A Cross-Region Transformer for Shadow Removal","created":"2022-07-04","cited_by_count":8,"area":null},{"id":"2309.01377","title":"Memory augment is All You Need for image restoration","created":"2023-09-04","cited_by_count":8,"area":null},{"id":"2206.10910","title":"SpA-Former: Transformer image shadow detection and removal via spatial attention","created":"2022-06-22","cited_by_count":7,"area":null},{"id":"2404.18433","title":"ShadowMaskFormer: Mask Augmented Patch Embeddings for Shadow Removal","created":"2024-04-29","cited_by_count":7,"area":null},{"id":"2407.08865","title":"Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey","created":"2024-07-11","cited_by_count":7,"area":null},{"id":"2409.02108","title":"Unveiling Deep Shadows: A Survey and Benchmark on Image and Video Shadow Detection, Removal, and Generation in the Deep Learning Era","created":"2024-09-03","cited_by_count":7,"area":null},{"id":"2103.16183","title":"Repopulating Street Scenes","created":"2021-03-30","cited_by_count":6,"area":null},{"id":"2306.06113","title":"SAM-helps-Shadow:When Segment Anything Model meet shadow removal","created":"2023-06-01","cited_by_count":6,"area":null},{"id":"2404.12103","title":"S3R-Net: A Single-Stage Approach to Self-Supervised Shadow Removal","created":"2024-04-18","cited_by_count":6,"area":null},{"id":"2107.14287","title":"Temporal Feature Warping for Video Shadow Detection","created":"2021-07-29","cited_by_count":5,"area":null},{"id":"2209.02174","title":"CNSNet: A Cleanness-Navigated-Shadow Network for Shadow Removal","created":"2022-09-06","cited_by_count":5,"area":null},{"id":"2303.12862","title":"LP-IOANet: Efficient High Resolution Document Shadow Removal","created":"2023-03-22","cited_by_count":5,"area":null},{"id":"2409.06848","title":"Shadow Removal Refinement via Material-Consistent Shadow Edges","created":"2024-09-10","cited_by_count":5,"area":null},{"id":"2412.02635","title":"MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis","created":"2024-12-03","cited_by_count":5,"area":null},{"id":"2507.16472","title":"DenseSR: Image Shadow Removal as Dense Prediction","created":"2025-07-22","cited_by_count":5,"area":null},{"id":"2511.14183","title":"UniSER: A Foundation Model for Unified Soft Effects Removal","created":"2025-11-18","cited_by_count":5,"area":null},{"id":"2403.08142","title":"FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics","created":"2024-03-13","cited_by_count":4,"area":null},{"id":"2409.07041","title":"SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal","created":"2024-09-11","cited_by_count":4,"area":null},{"id":"2412.02545","title":"ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer","created":"2024-12-03","cited_by_count":4,"area":null},{"id":"2601.17470","title":"PhaSR: Generalized Image Shadow Removal with Physically Aligned Priors","created":"2026-01-24","cited_by_count":4,"area":null},{"id":"2105.02209","title":"Physically Inspired Dense Fusion Networks for Relighting","created":"2021-05-05","cited_by_count":3,"area":null},{"id":"2111.13790","title":"Benchmarking Shadow Removal for Facial Landmark Detection and Beyond","created":"2021-11-27","cited_by_count":3,"area":null},{"id":"2301.03182","title":"Structure-Informed Shadow Removal Networks","created":"2023-01-09","cited_by_count":3,"area":null},{"id":"2311.00455","title":"Progressive Recurrent Network for Shadow Removal","created":"2023-11-01","cited_by_count":3,"area":null},{"id":"2407.01104","title":"Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal","created":"2024-07-01","cited_by_count":3,"area":"diffusion"},{"id":"2305.10640","title":"Learning Restoration is Not Enough: Transfering Identical Mapping for Single-Image Shadow Removal","created":"2023-05-18","cited_by_count":2,"area":null},{"id":"2309.11715","title":"Deshadow-Anything: When Segment Anything Model Meets Zero-shot shadow removal","created":"2023-09-21","cited_by_count":2,"area":"diffusion"},{"id":"2403.10520","title":"Strong and Controllable Blind Image Decomposition","created":"2024-03-15","cited_by_count":2,"area":null},{"id":"2406.17469","title":"Cross-Modal Spherical Aggregation for Weakly Supervised Remote Sensing Shadow Removal","created":"2024-06-25","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":"2603.12579","title":"DINOLight: Robust Ambient Light Normalization with Self-supervised Visual Prior Integration","created":"2026-03-13","cited_by_count":2,"area":null},{"id":"2212.04108","title":"Shadow Removal by High-Quality Shadow Synthesis","created":"2022-12-08","cited_by_count":1,"area":null},{"id":"2309.08097","title":"Detail Reinforcement Diffusion Model: Augmentation Fine-Grained Visual Categorization in Few-Shot Conditions","created":"2023-09-15","cited_by_count":1,"area":"diffusion"},{"id":"2409.03745","title":"ArtiFade: Learning to Generate High-quality Subject from Blemished Images","created":"2024-09-05","cited_by_count":1,"area":null},{"id":"2411.03260","title":"ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal","created":"2024-11-05","cited_by_count":1,"area":"ssm"},{"id":"2412.02322","title":"Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation","created":"2024-12-03","cited_by_count":1,"area":"diffusion"},{"id":"2504.05779","title":"FASR-Net: Unsupervised Shadow Removal Leveraging Inherent Frequency Priors","created":"2025-04-08","cited_by_count":1,"area":null},{"id":"2506.15524","title":"NTIRE 2025 Image Shadow Removal Challenge Report","created":"2025-06-18","cited_by_count":1,"area":null},{"id":"2507.04692","title":"Structure-Guided Diffusion Models for High-Fidelity Portrait Shadow Removal","created":"2025-07-07","cited_by_count":1,"area":"diffusion"},{"id":"2510.24260","title":"DeshadowMamba: Deshadowing as 1D Sequential Similarity","created":"2025-10-28","cited_by_count":1,"area":"ssm"},{"id":"2608.06075","title":"Domain-Grounded Candidate Selection for Agentic Image Editing: A Shadow Removal Case","created":"2026-08-06","cited_by_count":1,"area":"mllm"},{"id":"2203.15441","title":"UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal","created":"2022-03-29","cited_by_count":0,"area":null},{"id":"2208.13039","title":"LAB-Net: LAB Color-Space Oriented Lightweight Network for Shadow Removal","created":"2022-08-27","cited_by_count":0,"area":null},{"id":"2401.15048","title":"Unrecognizable Yet Identifiable: Image Distortion with Preserved Embeddings","created":"2024-01-26","cited_by_count":0,"area":null},{"id":"2402.02540","title":"Embedding Non-Distortive Cancelable Face Template Generation","created":"2024-02-04","cited_by_count":0,"area":null},{"id":"2408.03734","title":"Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal","created":"2024-08-07","cited_by_count":0,"area":null},{"id":"2409.14141","title":"A Feature Generator for Few-Shot Learning","created":"2024-09-21","cited_by_count":0,"area":null},{"id":"2504.08551","title":"Shadow Erosion and Nighttime Adaptability for Camera-Based Automated Driving Applications","created":"2025-04-11","cited_by_count":0,"area":null},{"id":"2505.05504","title":"Image Restoration via Multi-domain Learning","created":"2025-05-07","cited_by_count":0,"area":null},{"id":"2507.01422","title":"DocShaDiffusion: Diffusion Model in Latent Space for Document Image Shadow Removal","created":"2025-07-02","cited_by_count":0,"area":"diffusion"},{"id":"2507.21949","title":"Contrast-Prior Enhanced Duality for Mask-Free Shadow Removal","created":"2025-07-29","cited_by_count":0,"area":null},{"id":"2508.12750","title":"D2-Mamba: Dual-Scale Fusion and Dual-Path Scanning with SSMs for Shadow Removal","created":"2025-08-18","cited_by_count":0,"area":"ssm"},{"id":"2512.06174","title":"Embedding Physical Reasoning into Diffusion-Based Shadow Generation Under the Sun and Sky","created":"2025-12-05","cited_by_count":0,"area":null},{"id":"2512.06179","title":"Cast and Attached Shadow Detection via Iterative Light and Geometry Reasoning","created":"2025-12-05","cited_by_count":0,"area":null},{"id":"2604.02785","title":"CANDLE: Illumination-Invariant Semantic Priors for Color Ambient Lighting Normalization","created":"2026-04-03","cited_by_count":0,"area":null},{"id":"2604.13383","title":"UniBlendNet: Unified Global, Multi-Scale, and Region-Adaptive Modeling for Ambient Lighting Normalization","created":"2026-04-15","cited_by_count":0,"area":null},{"id":"2604.15170","title":"OmniLight: One Model to Rule All Lighting Conditions","created":"2026-04-16","cited_by_count":0,"area":null},{"id":"2604.16177","title":"Winner of CVPR2026 NTIRE Challenge on Image Shadow Removal: Semantic and Geometric Guidance for Shadow Removal via Cascaded Refinement","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2604.18032","title":"CFSR: Geometry-Conditioned Shadow Removal via Physical Disentanglement","created":"2026-04-20","cited_by_count":0,"area":null},{"id":"2607.26203","title":"WildShadowRemover: In-the-Wild Video Shadow Removal via Detail-Preserving Video Diffusion Models","created":"2026-07-28","cited_by_count":0,"area":"diffusion"},{"id":"2607.26715","title":"FreeShadow: Training-Free Shadow Removal via Illumination Transfer and Selective Content Preservation in Diffusion Models","created":"2026-07-29","cited_by_count":0,"area":"diffusion"},{"id":"2609.01806","title":"Consistency as Regularization for Unsupervised Shadow Removal","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.38607","title":"After a Decade: Bringing Shadow Removal into the Real World with Agentic Training Data","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.01291","title":"ODDR: One-Step Deshadow Diffusion via Reward Guidance","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.05325","title":"Shadow Feature Refinement Network: Progressive Feature Refinement based on Knowledge Distillation for Effective Shadow Removal","created":"2026-10-04","cited_by_count":0,"area":"distill"},{"id":"2610.13790","title":"OccludeBench: Can VLMs Find What's Missing?","created":"2026-10-09","cited_by_count":0,"area":"mllm"}],"next_cursor":null}