| Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement | Mar 12, 2023 | Image EnhancementLow-light Image Deblurring and Enhancement | CodeCode Available | 5 | 5 |
| MAXIM: Multi-Axis MLP for Image Processing | Jan 9, 2022 | DeblurringDenoising | CodeCode Available | 3 | 5 |
| AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement | Apr 29, 2022 | Image EnhancementPhoto Retouching | CodeCode Available | 2 | 5 |
| Conditional Sequential Modulation for Efficient Global Image Retouching | Sep 22, 2020 | Image RetouchingPhoto Retouching | CodeCode Available | 1 | 5 |
| PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency | May 19, 2021 | Photo Retouching | CodeCode Available | 1 | 5 |
| SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement | Jul 18, 2022 | Computational EfficiencyImage Enhancement | CodeCode Available | 1 | 5 |
| ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo | Jan 1, 2022 | 4kGPU | CodeCode Available | 1 | 5 |
| RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters | Mar 15, 2023 | Image EnhancementImage Retouching | CodeCode Available | 1 | 5 |
| High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network | May 19, 2021 | 4kAttribute | CodeCode Available | 1 | 5 |
| IDEA-Bench: How Far are Generative Models from Professional Designing? | Dec 16, 2024 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 | 5 |
| STAR: A Structure-Aware Lightweight Transformer for Real-Time Image Enhancement | Jan 1, 2021 | Color ConstancyImage Enhancement | CodeCode Available | 1 | 5 |
| NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement | Jun 20, 2023 | Color ManipulationImage Enhancement | CodeCode Available | 1 | 5 |
| Structure-Aware Flow Generation for Human Body Reshaping | Mar 9, 2022 | Photo Retouching | CodeCode Available | 1 | 5 |
| Very Lightweight Photo Retouching Network with Conditional Sequential Modulation | Apr 13, 2021 | Image RetouchingPhoto Retouching | CodeCode Available | 0 | 5 |
| Automatic Photo Adjustment Using Deep Neural Networks | Dec 24, 2014 | Photo Retouching | CodeCode Available | 0 | 5 |
| CURL: Neural Curve Layers for Global Image Enhancement | Nov 29, 2019 | DecoderDemosaicking | CodeCode Available | 0 | 5 |
| One-shot Detail Retouching with Patch Space Neural Transformation Blending | Oct 3, 2022 | One-Shot LearningPhoto Retouching | CodeCode Available | 0 | 5 |
| Learning Pixel-Adaptive Weights for Portrait Photo Retouching | Dec 7, 2021 | Photo Retouching | —Unverified | 0 | 0 |
| A Generative Adversarial Approach with Residual Learning for Dust and Scratches Artifacts Removal | Sep 22, 2020 | DenoisingImage Enhancement | —Unverified | 0 | 0 |
| PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents | May 29, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent | Jun 21, 2025 | Instruction FollowingLarge Language Model | —Unverified | 0 | 0 |
| INRetouch: Context Aware Implicit Neural Representation for Photography Retouching | Dec 5, 2024 | Image ReconstructionPhoto Retouching | —Unverified | 0 | 0 |
| Discovering an Image-Adaptive Coordinate System for Photography Processing | Jan 11, 2025 | Exposure CorrectionPhoto Retouching | —Unverified | 0 | 0 |
| Deep Semantics-Aware Photo Adjustment | Jun 26, 2017 | Photo RetouchingScene Parsing | —Unverified | 0 | 0 |
| Controllable Image Enhancement | Jun 16, 2022 | DecoderImage Enhancement | —Unverified | 0 | 0 |
