| You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction | May 30, 2022 | Exposure CorrectionImage Enhancement | CodeCode Available | 2 | 5 |
| Learning to See in the Extremely Dark | Jun 26, 2025 | DenoisingExposure Correction | CodeCode Available | 2 | 5 |
| Color Shift Estimation-and-Correction for Image Enhancement | May 28, 2024 | Exposure CorrectionImage Enhancement | CodeCode Available | 2 | 5 |
| Region-Aware Exposure Consistency Network for Mixed Exposure Correction | Feb 28, 2024 | Exposure Correction | CodeCode Available | 1 | 5 |
| Real-Time Exposure Correction via Collaborative Transformations and Adaptive Sampling | Jan 1, 2024 | Exposure CorrectionImage Enhancement | CodeCode Available | 1 | 5 |
| Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance | May 6, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 1 | 5 |
| Learning Multi-Scale Photo Exposure Correction | Mar 25, 2020 | Exposure CorrectionImage Enhancement | CodeCode Available | 1 | 5 |
| 4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters | Nov 15, 2023 | 4k8k | CodeCode Available | 1 | 5 |
| Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement | Sep 11, 2024 | DemosaickingDenoising | CodeCode Available | 1 | 5 |
| EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy | Jun 19, 2024 | Exposure CorrectionImage Enhancement | CodeCode Available | 1 | 5 |
| ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction | Oct 28, 2024 | Exposure CorrectionMamba | CodeCode Available | 1 | 5 |
| Exposure Correction Model to Enhance Image Quality | Apr 22, 2022 | DecoderExposure Correction | CodeCode Available | 1 | 5 |
| Exposure-slot: Exposure-centric representations learning with Slot-in-Slot Attention for Region-aware Exposure Correction | Jun 11, 2025 | Exposure CorrectionImage Enhancement | CodeCode Available | 1 | 5 |
| Learning Exposure Correction in Dynamic Scenes | Feb 27, 2024 | Exposure CorrectionVideo Enhancement | CodeCode Available | 0 | 5 |
| A Two-stage Deep Network for High Dynamic Range Image Reconstruction | Apr 19, 2021 | DenoisingExposure Correction | CodeCode Available | 0 | 5 |
| CNN Injected Transformer for Image Exposure Correction | Sep 8, 2023 | BlockingExposure Correction | CodeCode Available | 0 | 5 |
| Dual Illumination Estimation for Robust Exposure Correction | Oct 30, 2019 | Exposure CorrectionMulti-Exposure Image Fusion | CodeCode Available | 0 | 5 |
| FD-Vision Mamba for Endoscopic Exposure Correction | Feb 9, 2024 | Decision MakingExposure Correction | CodeCode Available | 0 | 5 |
| FCNet: A Convolutional Neural Network for Arbitrary-Length Exposure Estimation | Mar 5, 2022 | Exposure Correction | CodeCode Available | 0 | 5 |
| Luminance-aware Color Transform for Multiple Exposure Correction | Jan 1, 2023 | DecoderExposure Correction | CodeCode Available | 0 | 5 |
| R2C-GAN: Restore-to-Classify Generative Adversarial Networks for Blind X-Ray Restoration and COVID-19 Classification | Sep 29, 2022 | ClassificationDeblurring | CodeCode Available | 0 | 5 |
| Deep Camera: A Fully Convolutional Neural Network for Image Signal Processing | Aug 24, 2019 | DemosaickingDenoising | —Unverified | 0 | 0 |
| HipyrNet: Hypernet-Guided Feature Pyramid network for mixed-exposure correction | Jan 9, 2025 | Exposure CorrectionImage Enhancement | —Unverified | 0 | 0 |
| Holistic Dynamic Frequency Transformer for Image Fusion and Exposure Correction | Sep 3, 2023 | BenchmarkingExposure Correction | —Unverified | 0 | 0 |
| Exposure Normalization and Compensation for Multiple-Exposure Correction | Jan 1, 2022 | Exposure CorrectionImage Enhancement | —Unverified | 0 | 0 |
