{"total":259,"rows":[{"id":"2204.04676","title":"Simple Baselines for Image Restoration","created":"2022-04-10","cited_by_count":708,"area":null},{"id":"2204.01697","title":"MaxViT: Multi-Axis Vision Transformer","created":"2022-04-04","cited_by_count":476,"area":null},{"id":"2205.04437","title":"Activating More Pixels in Image Super-Resolution Transformer","created":"2022-05-09","cited_by_count":438,"area":null},{"id":"2203.10638","title":"V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer","created":"2022-03-20","cited_by_count":320,"area":null},{"id":"2207.02202","title":"CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers","created":"2022-07-05","cited_by_count":227,"area":null},{"id":"2301.11699","title":"Image Restoration with Mean-Reverting Stochastic Differential Equations","created":"2023-01-27","cited_by_count":183,"area":null},{"id":"2206.02146","title":"Recurrent Video Restoration Transformer with Guided Deformable Attention","created":"2022-06-05","cited_by_count":170,"area":null},{"id":"2211.12250","title":"Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring","created":"2022-11-22","cited_by_count":165,"area":null},{"id":"2303.00748","title":"Efficient and Explicit Modelling of Image Hierarchies for Image Restoration","created":"2023-03-01","cited_by_count":145,"area":null},{"id":"2401.16468","title":"InstructIR: High-Quality Image Restoration Following Human Instructions","created":"2024-01-29","cited_by_count":140,"area":null},{"id":"2308.03364","title":"Dual Aggregation Transformer for Image Super-Resolution","created":"2023-08-07","cited_by_count":124,"area":null},{"id":"2306.13090","title":"PromptIR: Prompting for All-in-One Blind Image Restoration","created":"2023-06-22","cited_by_count":114,"area":null},{"id":"2403.14614","title":"AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation","created":"2024-03-21","cited_by_count":111,"area":null},{"id":"2207.14284","title":"HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions","created":"2022-07-28","cited_by_count":103,"area":null},{"id":"2210.01427","title":"Accurate Image Restoration with Attention Retractable Transformer","created":"2022-10-04","cited_by_count":85,"area":null},{"id":"2303.14218","title":"Curricular Contrastive Regularization for Physics-aware Single Image Dehazing","created":"2023-03-24","cited_by_count":83,"area":null},{"id":"2205.14871","title":"You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction","created":"2022-05-30","cited_by_count":81,"area":null},{"id":"2308.14036","title":"MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing","created":"2023-08-27","cited_by_count":81,"area":null},{"id":"2205.13213","title":"Fast Vision Transformers with HiLo Attention","created":"2022-05-26","cited_by_count":78,"area":null},{"id":"2306.13653","title":"ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration","created":"2023-06-23","cited_by_count":77,"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":"2304.10628","title":"HM-ViT: Hetero-modal Vehicle-to-Vehicle Cooperative perception with vision transformer","created":"2023-04-20","cited_by_count":70,"area":null},{"id":"2309.05239","title":"HAT: Hybrid Attention Transformer for Image Restoration","created":"2023-09-11","cited_by_count":66,"area":null},{"id":"2305.17863","title":"GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions","created":"2023-05-29","cited_by_count":62,"area":null},{"id":"2303.11253","title":"Zero-Shot Noise2Noise: Efficient Image Denoising without any Data","created":"2023-03-20","cited_by_count":61,"area":null},{"id":"2210.08451","title":"Bridging the Domain Gap for Multi-Agent Perception","created":"2022-10-16","cited_by_count":60,"area":null},{"id":"2304.07039","title":"Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement","created":"2023-04-14","cited_by_count":57,"area":null},{"id":"2310.11881","title":"A Comparative Study of Image Restoration Networks for General Backbone Network Design","created":"2023-10-18","cited_by_count":57,"area":null},{"id":"2404.10343","title":"The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report","created":"2024-04-16","cited_by_count":57,"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":"2403.09508","title":"SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition","created":"2024-03-14","cited_by_count":47,"area":null},{"id":"2210.08772","title":"Signal Processing for Implicit Neural Representations","created":"2022-10-17","cited_by_count":46,"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":"2210.15176","title":"Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather","created":"2022-10-27","cited_by_count":41,"area":null},{"id":"2308.10027","title":"Single Image Reflection Separation via Component Synergy","created":"2023-08-19","cited_by_count":38,"area":null},{"id":"2406.00123","title":"Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration","created":"2024-05-31","cited_by_count":38,"area":null},{"id":"2303.06440","title":"Xformer: Hybrid X-Shaped Transformer for Image Denoising","created":"2023-03-11","cited_by_count":37,"area":null},{"id":"2308.11358","title":"How Much Temporal Long-Term Context is Needed for Action Segmentation?","created":"2023-08-22","cited_by_count":36,"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":"2501.04486","title":"MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration","created":"2025-01-08","cited_by_count":36,"area":null},{"id":"2211.14731","title":"BALF: Simple and Efficient Blur Aware Local Feature Detector","created":"2022-11-27","cited_by_count":34,"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":"2303.02881","title":"KBNet: Kernel Basis Network for Image Restoration","created":"2023-03-06","cited_by_count":33,"area":null},{"id":"2403.01105","title":"Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing","created":"2024-03-02","cited_by_count":32,"area":null},{"id":"2306.11920","title":"NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement","created":"2023-06-20","cited_by_count":31,"area":null},{"id":"2307.16825","title":"Random Sub-Samples Generation for Self-Supervised Real Image Denoising","created":"2023-07-31","cited_by_count":31,"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":"2406.09135","title":"AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring","created":"2024-06-13","cited_by_count":25,"area":null},{"id":"2401.00027","title":"Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring","created":"2023-12-29","cited_by_count":24,"area":null},{"id":"2411.17226","title":"MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers","created":"2024-11-26","cited_by_count":24,"area":null},{"id":"2211.01146","title":"DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition","created":"2022-11-02","cited_by_count":23,"area":null},{"id":"2407.20928","title":"UniProcessor: A Text-induced Unified Low-level Image Processor","created":"2024-07-30","cited_by_count":22,"area":null},{"id":"2410.08063","title":"Reversible Decoupling Network for Single Image Reflection Removal","created":"2024-10-10","cited_by_count":22,"area":null},{"id":"2504.12711","title":"NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results","created":"2025-04-17","cited_by_count":22,"area":null},{"id":"2503.09403","title":"Multi-Agent Image Restoration","created":"2025-03-12","cited_by_count":21,"area":null},{"id":"2404.13153","title":"Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring","created":"2024-04-19","cited_by_count":20,"area":null},{"id":"2407.16993","title":"LoFormer: Local Frequency Transformer for Image Deblurring","created":"2024-07-24","cited_by_count":20,"area":null},{"id":"2502.05749","title":"UniDB: A Unified Diffusion Bridge Framework via Stochastic Optimal Control","created":"2025-02-09","cited_by_count":20,"area":null},{"id":"2210.13552","title":"Perceptual Image Enhancement for Smartphone Real-Time Applications","created":"2022-10-24","cited_by_count":18,"area":null},{"id":"2210.16046","title":"Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments","created":"2022-10-28","cited_by_count":18,"area":null},{"id":"2305.17654","title":"MixDehazeNet : Mix Structure Block For Image Dehazing Network","created":"2023-05-28","cited_by_count":18,"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":"2212.10772","title":"Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond","created":"2022-12-21","cited_by_count":17,"area":null},{"id":"2303.06859","title":"Learning Distortion Invariant Representation for Image Restoration from A Causality Perspective","created":"2023-03-13","cited_by_count":17,"area":null},{"id":"2510.22161","title":"I2-NeRF: Learning Neural Radiance Fields Under Physically-Grounded Media Interactions","created":"2025-10-25","cited_by_count":17,"area":null},{"id":"2306.05390","title":"HQ-50K: A Large-scale, High-quality Dataset for Image Restoration","created":"2023-06-08","cited_by_count":16,"area":null},{"id":"2401.15235","title":"CascadedGaze: Efficiency in Global Context Extraction for Image Restoration","created":"2024-01-26","cited_by_count":16,"area":null},{"id":"2406.18079","title":"MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare Removal","created":"2024-06-26","cited_by_count":16,"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":"2412.04508","title":"Video Quality Assessment: A Comprehensive Survey","created":"2024-12-04","cited_by_count":15,"area":null},{"id":"2302.06733","title":"Robust Unsupervised StyleGAN Image Restoration","created":"2023-02-13","cited_by_count":14,"area":null},{"id":"2302.09554","title":"Mixed Hierarchy Network for Image Restoration","created":"2023-02-19","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":"2406.13607","title":"Ultra-High-Definition Image Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution","created":"2024-06-19","cited_by_count":14,"area":null},{"id":"2504.04903","title":"Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision","created":"2025-04-07","cited_by_count":14,"area":null},{"id":"2504.13131","title":"NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results","created":"2025-04-17","cited_by_count":14,"area":null},{"id":"2604.10634","title":"NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results","created":"2026-04-12","cited_by_count":14,"area":null},{"id":"2203.03691","title":"HyperMixer: An MLP-based Low Cost Alternative to Transformers","created":"2022-03-07","cited_by_count":13,"area":null},{"id":"2209.01788","title":"LKD-Net: Large Kernel Convolution Network for Single Image Dehazing","created":"2022-09-05","cited_by_count":13,"area":null},{"id":"2204.07267","title":"Learning Spatially Varying Pixel Exposures for Motion Deblurring","created":"2022-04-14","cited_by_count":12,"area":null},{"id":"2209.11448","title":"Rethinking Performance Gains in Image Dehazing Networks","created":"2022-09-23","cited_by_count":12,"area":null},{"id":"2304.09507","title":"Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network","created":"2023-04-19","cited_by_count":12,"area":null},{"id":"2307.11458","title":"Strip-MLP: Efficient Token Interaction for Vision MLP","created":"2023-07-21","cited_by_count":12,"area":null},{"id":"2308.04163","title":"Under-Display Camera Image Restoration with Scattering Effect","created":"2023-08-08","cited_by_count":12,"area":null},{"id":"2310.18293","title":"Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal","created":"2023-10-27","cited_by_count":12,"area":null},{"id":"2503.01136","title":"Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing","created":"2025-03-03","cited_by_count":12,"area":null},{"id":"2307.13856","title":"On the unreasonable vulnerability of transformers for image restoration -- and an easy fix","created":"2023-07-25","cited_by_count":11,"area":null},{"id":"2309.06023","title":"Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration","created":"2023-09-12","cited_by_count":11,"area":null},{"id":"2504.15003","title":"NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study","created":"2025-04-21","cited_by_count":11,"area":null},{"id":"2312.11119","title":"Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues","created":"2023-12-18","cited_by_count":10,"area":null},{"id":"2405.01725","title":"Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey","created":"2024-05-02","cited_by_count":10,"area":null},{"id":"2503.14037","title":"Intra and Inter Parser-Prompted Transformers for Effective Image Restoration","created":"2025-03-18","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":"2210.04708","title":"GTAV-NightRain: Photometric Realistic Large-scale Dataset for Night-time Rain Streak Removal","created":"2022-10-10","cited_by_count":9,"area":null},{"id":"2311.08759","title":"4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters","created":"2023-11-15","cited_by_count":9,"area":null},{"id":"2407.00676","title":"Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation","created":"2024-06-30","cited_by_count":9,"area":null},{"id":"2503.08168","title":"TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement","created":"2025-03-11","cited_by_count":9,"area":null},{"id":"2205.01902","title":"Pik-Fix: Restoring and Colorizing Old Photos","created":"2022-05-04","cited_by_count":8,"area":null},{"id":"2303.12997","title":"FER-former: Multi-modal Transformer for Facial Expression Recognition","created":"2023-03-23","cited_by_count":8,"area":null},{"id":"2303.17316","title":"Masked Autoencoders as Image Processors","created":"2023-03-30","cited_by_count":8,"area":null}],"next_cursor":"100"}