{"total":61,"rows":[{"id":"2311.16845","title":"Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration","created":"2023-11-28","cited_by_count":88,"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":"2501.12981","title":"UniUIR: Considering Underwater Image Restoration as An All-in-One Learner","created":"2025-01-22","cited_by_count":22,"area":null},{"id":"2404.14542","title":"UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement","created":"2024-04-22","cited_by_count":18,"area":null},{"id":"2501.02701","title":"Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis","created":"2025-01-06","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":"2308.05447","title":"A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement","created":"2023-08-10","cited_by_count":16,"area":null},{"id":"2405.19818","title":"WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark","created":"2024-05-30","cited_by_count":15,"area":null},{"id":"2412.01456","title":"Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond","created":"2024-12-02","cited_by_count":15,"area":null},{"id":"2412.18459","title":"Underwater Image Restoration via Polymorphic Large Kernel CNNs","created":"2024-12-24","cited_by_count":14,"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":"2310.20210","title":"UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer","created":"2023-10-31","cited_by_count":9,"area":null},{"id":"2405.19684","title":"A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning","created":"2024-05-30","cited_by_count":9,"area":null},{"id":"2404.17936","title":"FDCE-Net: Underwater Image Enhancement with Embedding Frequency and Dual Color Encoder","created":"2024-04-27","cited_by_count":8,"area":null},{"id":"2405.08419","title":"WaterMamba: Visual State Space Model for Underwater Image Enhancement","created":"2024-05-14","cited_by_count":7,"area":null},{"id":"2411.18296","title":"HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning","created":"2024-11-27","cited_by_count":7,"area":null},{"id":"2406.08444","title":"PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement","created":"2024-06-12","cited_by_count":6,"area":null},{"id":"2504.05590","title":"CoA: Towards Real Image Dehazing via Compression-and-Adaptation","created":"2025-04-08","cited_by_count":6,"area":null},{"id":"2308.00931","title":"WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond","created":"2023-08-02","cited_by_count":5,"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":"2603.01767","title":"Downstream Task Inspired Underwater Image Enhancement: A Perception-Aware Study from Dataset Construction to Network Design","created":"2026-03-02","cited_by_count":5,"area":null},{"id":"2603.08030","title":"QualiTeacher: Quality-Conditioned Pseudo-Labeling for Real-World Image Restoration","created":"2026-03-09","cited_by_count":5,"area":null},{"id":"2408.16235","title":"LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement","created":"2024-08-29","cited_by_count":4,"area":null},{"id":"2501.14265","title":"Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement","created":"2025-01-24","cited_by_count":4,"area":null},{"id":"2512.16923","title":"Generative Refocusing: Flexible Defocus Control from a Single Image","created":"2025-12-18","cited_by_count":4,"area":null},{"id":"2411.05886","title":"UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors","created":"2024-11-08","cited_by_count":3,"area":null},{"id":"2411.14626","title":"Beneath the Surface: The Role of Underwater Image Enhancement in Object Detection","created":"2024-11-21","cited_by_count":3,"area":null},{"id":"2407.14868","title":"Dual High-Order Total Variation Model for Underwater Image Restoration","created":"2024-07-20","cited_by_count":2,"area":null},{"id":"2507.02270","title":"MAC-Lookup: Multi-Axis Conditional Lookup Model for Underwater Image Enhancement","created":"2025-07-03","cited_by_count":2,"area":null},{"id":"2509.17789","title":"From Restoration to Reconstruction: Rethinking 3D Gaussian Splatting for Underwater Scenes","created":"2025-09-22","cited_by_count":2,"area":null},{"id":"2602.22917","title":"Towards Multimodal Domain Generalization with Few Labels","created":"2026-02-26","cited_by_count":2,"area":null},{"id":"2307.11470","title":"A Semi-supervised Physics-Aware Triple-Stream Underwater Image Enhancement Network","created":"2023-07-21","cited_by_count":1,"area":null},{"id":"2402.01368","title":"LIR: A Lightweight Baseline for Image Restoration","created":"2024-02-02","cited_by_count":1,"area":null},{"id":"2402.15784","title":"IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer","created":"2024-02-24","cited_by_count":1,"area":null},{"id":"2403.19079","title":"A Real-Time Framework for Domain-Adaptive Underwater Object Detection with Image Enhancement","created":"2024-03-28","cited_by_count":1,"area":null},{"id":"2508.07878","title":"TAP: Parameter-efficient Task-Aware Prompting for Adverse Weather Removal","created":"2025-08-11","cited_by_count":1,"area":null},{"id":"2508.12824","title":"DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics","created":"2025-08-18","cited_by_count":1,"area":null},{"id":"2604.12257","title":"Style-Decoupled Adaptive Routing Network for Underwater Image Enhancement","created":"2026-04-14","cited_by_count":1,"area":null},{"id":"2607.08772","title":"Wat3R: Underwater 3D Geometry Learning without Annotations","created":"2026-07-09","cited_by_count":1,"area":null},{"id":"2309.01102","title":"CARNet: Collaborative Adversarial Resilience for Robust Underwater Image Enhancement and Perception","created":"2023-09-03","cited_by_count":0,"area":null},{"id":"2312.06955","title":"IA2U: A Transfer Plugin with Multi-Prior for In-Air Model to Underwater","created":"2023-12-12","cited_by_count":0,"area":null},{"id":"2312.06999","title":"DGNet: Dynamic Gradient-Guided Network for Water-Related Optics Image Enhancement","created":"2023-12-12","cited_by_count":0,"area":null},{"id":"2409.10422","title":"Learning Semi-Supervised Medical Image Segmentation from Spatial Registration","created":"2024-09-16","cited_by_count":0,"area":null},{"id":"2412.15527","title":"PIGUIQA: A Physical Imaging Guided Perceptual Framework for Underwater Image Quality Assessment","created":"2024-12-20","cited_by_count":0,"area":null},{"id":"2503.17937","title":"Cross-Domain Underwater Image Enhancement Guided by No-Reference Image Quality Assessment: A Transfer Learning Approach","created":"2025-03-23","cited_by_count":0,"area":null},{"id":"2505.01224","title":"VRS-UIE: Value-Driven Reordering Scanning for Underwater Image Enhancement","created":"2025-05-02","cited_by_count":0,"area":null},{"id":"2508.04123","title":"Excavate the potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image Enhancement","created":"2025-08-06","cited_by_count":0,"area":null},{"id":"2508.18664","title":"SFormer: SNR-guided Transformer for Underwater Image Enhancement from the Frequency Domain","created":"2025-08-26","cited_by_count":0,"area":null},{"id":"2603.24006","title":"UW-VOS: A Large-Scale Dataset for Underwater Video Object Segmentation","created":"2026-03-25","cited_by_count":0,"area":null},{"id":"2605.07146","title":"UniV2D: Bridging Visual Restoration and Semantic Perception for Underwater Salient Object Detection","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2605.10374","title":"Halo Separation-guided Underwater Multi-scale Image Restoration","created":"2026-05-11","cited_by_count":0,"area":null},{"id":"2606.06176","title":"RQUL-UIE: Revitalizing Quality-Unstable Labels for Underwater Image Enhancement via In-Dataset Self-Supervision","created":"2026-06-04","cited_by_count":0,"area":null},{"id":"2606.15648","title":"Fusing Transferred Priors and Physics-based Decomposition for Underwater Image Enhancement","created":"2026-06-14","cited_by_count":0,"area":null},{"id":"2606.15857","title":"A Dual-Branch Collaborative Framework for Joint Optimization of Underwater Image Enhancement and Object Detection","created":"2026-06-14","cited_by_count":0,"area":null},{"id":"2607.21467","title":"CLUIE: Clustering-Aware Recurrent Propagation with Local Structural Compensation for Underwater Image Enhancement","created":"2026-07-23","cited_by_count":0,"area":null},{"id":"2608.08661","title":"Degradation-Guided Underwater Image Restoration with Task-Oriented Latent Control","created":"2026-08-09","cited_by_count":0,"area":null},{"id":"2608.08965","title":"CoRe-UIE: Rethinking Coexisting and Region-wise Degradation for Underwater Image Enhancement","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2608.11425","title":"VLMs Win a Systematic Evaluation of Underwater Image Reconstruction","created":"2026-08-11","cited_by_count":0,"area":null},{"id":"2610.02051","title":"Learning from Failure: Leveraging Unreliable Predictions in Semi-Supervised Real-World Adverse Weather Removal","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.17991","title":"PolUR: Polarization Aware Multimodal Degradation Perception for Underwater Image Restoration","created":"2026-10-13","cited_by_count":0,"area":null},{"id":"2610.19763","title":"Physics-Shaped, Not Physical: Auditing Physics-Guided Underwater Image Restoration","created":"2026-10-14","cited_by_count":0,"area":null}],"next_cursor":null}