{"total":46,"rows":[{"id":"2505.06683","title":"UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration","created":"2025-05-10","cited_by_count":22,"area":null},{"id":"2505.23068","title":"URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration","created":"2025-05-29","cited_by_count":15,"area":null},{"id":"2504.14582","title":"NTIRE 2025 Challenge on Image Super-Resolution (x4): Methods and Results","created":"2025-04-20","cited_by_count":12,"area":null},{"id":"2507.01838","title":"MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices","created":"2025-07-02","cited_by_count":12,"area":null},{"id":"2507.10689","title":"CWNet: Causal Wavelet Network for Low-Light Image Enhancement","created":"2025-07-14","cited_by_count":10,"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":"2503.08276","title":"PromptLNet: Region-Adaptive Aesthetic Enhancement via Prompt Guidance in Low-Light Enhancement Net","created":"2025-03-11","cited_by_count":8,"area":null},{"id":"2409.07040","title":"Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement","created":"2024-09-11","cited_by_count":6,"area":null},{"id":"2505.17581","title":"MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery","created":"2025-05-23","cited_by_count":6,"area":null},{"id":"2512.02965","title":"UltraFast-LiNET: Light-weight multi-scale shift convolutional network for real-time low-light image enhancement","created":"2025-12-02","cited_by_count":5,"area":null},{"id":"2412.01493","title":"Learning Adaptive Lighting via Channel-Aware Guidance","created":"2024-12-02","cited_by_count":4,"area":null},{"id":"2407.09553","title":"DPEC: Dual-Path Error Compensation Method for Enhanced Low-Light Image Clarity","created":"2024-06-28","cited_by_count":2,"area":null},{"id":"2408.09650","title":"From Darkness to Detail: Frequency-Aware SSMs for Low-Light Vision","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2501.12235","title":"DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains","created":"2025-01-21","cited_by_count":2,"area":null},{"id":"2507.15520","title":"SAIGFormer: A Spatially-Adaptive Illumination-Guided Network for Low-Light Image Enhancement","created":"2025-07-21","cited_by_count":2,"area":null},{"id":"2507.18594","title":"DRWKV: Focusing on Object Edges for Low-Light Image Enhancement","created":"2025-07-24","cited_by_count":2,"area":null},{"id":"2603.27979","title":"RetinexDualV2: Physically-Grounded Dual Retinex for Generalized UHD Image Restoration","created":"2026-03-30","cited_by_count":2,"area":null},{"id":"2410.14400","title":"Variable Aperture Bokeh Rendering via Customized Focal Plane Guidance","created":"2024-10-18","cited_by_count":1,"area":null},{"id":"2504.12204","title":"Towards Realistic Low-Light Image Enhancement via ISP Driven Data Modeling","created":"2025-04-16","cited_by_count":1,"area":null},{"id":"2506.06120","title":"Bidirectional Image-Event Guided Fusion Framework for Low-Light Image Enhancement","created":"2025-06-06","cited_by_count":1,"area":null},{"id":"2512.01495","title":"ELVIS: Enhance Low-Light for Video Instance Segmentation in the Dark","created":"2025-12-01","cited_by_count":1,"area":null},{"id":"2603.15472","title":"Anchor then Polish for Low-light Enhancement","created":"2026-03-16","cited_by_count":1,"area":null},{"id":"2603.24969","title":"PASDiff: Physics-Aware Semantic Guidance for Joint Real-World Low-Light Face Enhancement and Restoration","created":"2026-03-26","cited_by_count":1,"area":null},{"id":"2603.25296","title":"Towards Controllable Low-Light Image Enhancement: A Continuous Multi-illumination Dataset and Efficient State Space Framework","created":"2026-03-26","cited_by_count":1,"area":null},{"id":"2605.12556","title":"M2Retinexformer: Multi-Modal Retinexformer for Low-Light Image Enhancement","created":"2026-05-11","cited_by_count":1,"area":null},{"id":"2605.23531","title":"PixIE: Prompted Pixel-Space Low-Light Image Enhancement","created":"2026-05-22","cited_by_count":1,"area":null},{"id":"2608.01760","title":"Pixel Ignores, Superpixel Sees: Adverse Weather Image Restoration via Semantic-Center SSM","created":"2026-08-03","cited_by_count":1,"area":null},{"id":"2407.19708","title":"ALEN: A Dual-Approach for Uniform and Non-Uniform Low-Light Image Enhancement","created":"2024-07-29","cited_by_count":0,"area":null},{"id":"2412.16459","title":"Rethinking Model Redundancy for Low-light Image Enhancement","created":"2024-12-21","cited_by_count":0,"area":null},{"id":"2503.06852","title":"From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction","created":"2025-03-10","cited_by_count":0,"area":null},{"id":"2504.02345","title":"SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW","created":"2025-04-03","cited_by_count":0,"area":null},{"id":"2504.19295","title":"FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement","created":"2025-04-27","cited_by_count":0,"area":null},{"id":"2505.09196","title":"PDE: Gene Effect Inspired Parameter Dynamic Evolution for Low-light Image Enhancement","created":"2025-05-14","cited_by_count":0,"area":null},{"id":"2509.13083","title":"Using KL-Divergence to Focus Frequency Information in Low-Light Image Enhancement","created":"2025-09-16","cited_by_count":0,"area":null},{"id":"2509.22654","title":"A Comprehensive Analysis of Churn Prediction in Telecommunications Using Machine Learning","created":"2025-07-15","cited_by_count":0,"area":null},{"id":"2601.01865","title":"RRNet: Configurable Real-Time Video Enhancement with Arbitrary Local Lighting Variations","created":"2026-01-05","cited_by_count":0,"area":null},{"id":"2601.19157","title":"GTFMN: Guided Texture and Feature Modulation Network for Low-Light Image Enhancement and Super-Resolution","created":"2026-01-27","cited_by_count":0,"area":null},{"id":"2603.07076","title":"Retinex Meets Language: A Physics-Semantics-Guided Underwater Image Enhancement Network","created":"2026-03-07","cited_by_count":0,"area":null},{"id":"2603.14304","title":"A Physically-Grounded Attack and Adaptive Defense Framework for Real-World Low-Light Image Enhancement","created":"2026-03-15","cited_by_count":0,"area":null},{"id":"2603.15131","title":"Low-light Image Enhancement with Retinex Decomposition in Latent Space","created":"2026-03-16","cited_by_count":0,"area":null},{"id":"2604.11071","title":"Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net","created":"2026-04-13","cited_by_count":0,"area":null},{"id":"2605.25892","title":"SP-MoMamba: Superpixel-driven Mixture of State Space Experts for Efficient Image Super-Resolution","created":"2026-05-25","cited_by_count":0,"area":null},{"id":"2607.13925","title":"Thresholded Cross-Attention for Reliable Intensity-Chromaticity Fusion in Low-Light Image Enhancement","created":"2026-07-15","cited_by_count":0,"area":null},{"id":"2608.19860","title":"AutoLumNet: Monotone Optimal Transport for Single-Shot Exposure Correction","created":"2026-08-20","cited_by_count":0,"area":null},{"id":"2609.26151","title":"TTTIR: Unlocking Instance-Specific State Evolution via Test-Time Training for Image Restoration","created":"2026-09-15","cited_by_count":0,"area":null},{"id":"2610.01876","title":"EvenSplat: Coupled 2D-3D Decomposition for Gaussian Splatting under Exposure and Illumination Variation","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}