| LBM: Latent Bridge Matching for Fast Image-to-Image Translation | Mar 10, 2025 | Depth EstimationImage Relighting | CodeCode Available | 4 |
| Light-A-Video: Training-free Video Relighting via Progressive Light Fusion | Feb 12, 2025 | Image Relighting | CodeCode Available | 4 |
| Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising | Jun 7, 2022 | 3D ReconstructionDenoising | CodeCode Available | 2 |
| Extracting Triangular 3D Models, Materials, and Lighting From Images | Nov 24, 2021 | Depth PredictionImage Relighting | CodeCode Available | 2 |
| DNF-Avatar: Distilling Neural Fields for Real-time Animatable Avatar Relighting | Apr 14, 2025 | Image Relighting | CodeCode Available | 1 |
| SpotLight: Shadow-Guided Object Relighting via Diffusion | Nov 27, 2024 | Image RelightingNeural Rendering | CodeCode Available | 1 |
| Intrinsic Harmonization for Illumination-Aware Compositing | Dec 6, 2023 | Image HarmonizationImage Relighting | CodeCode Available | 1 |
| Stanford-ORB: A Real-World 3D Object Inverse Rendering Benchmark | Oct 24, 2023 | Depth PredictionImage Relighting | CodeCode Available | 1 |
| NeFII: Inverse Rendering for Reflectance Decomposition with Near-Field Indirect Illumination | Mar 29, 2023 | Depth PredictionImage Relighting | CodeCode Available | 1 |
| Designing An Illumination-Aware Network for Deep Image Relighting | Jul 21, 2022 | Image RelightingImage-to-Image Translation | CodeCode Available | 1 |
| Local Relighting of Real Scenes | Jul 6, 2022 | Image Relighting | CodeCode Available | 1 |
| Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation | Nov 19, 2021 | Autonomous DrivingImage Relighting | CodeCode Available | 1 |
| A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis | Oct 29, 2021 | 3D-Aware Image Synthesis3D Shape Reconstruction | CodeCode Available | 1 |
| NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination | Jun 3, 2021 | Depth PredictionImage Relighting | CodeCode Available | 1 |
| Physically Inspired Dense Fusion Networks for Relighting | May 5, 2021 | Image RelightingIntrinsic Image Decomposition | CodeCode Available | 1 |
| Multi-modal Bifurcated Network for Depth Guided Image Relighting | May 3, 2021 | DecoderImage Relighting | CodeCode Available | 1 |
| S3Net: A Single Stream Structure for Depth Guided Image Relighting | May 3, 2021 | DecoderImage Relighting | CodeCode Available | 1 |
| NTIRE 2021 Depth Guided Image Relighting Challenge | Apr 27, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Multi-scale Self-calibrated Network for Image Light Source Transfer | Apr 18, 2021 | DecoderImage Relighting | CodeCode Available | 1 |
| NeRD: Neural Reflectance Decomposition from Image Collections | Dec 7, 2020 | Depth PredictionImage Relighting | CodeCode Available | 1 |
| AIM 2020: Scene Relighting and Illumination Estimation Challenge | Sep 27, 2020 | Image Relighting | CodeCode Available | 1 |
| Deep Relighting Networks for Image Light Source Manipulation | Aug 19, 2020 | Image Relighting | CodeCode Available | 1 |
| VIDIT: Virtual Image Dataset for Illumination Transfer | May 11, 2020 | Domain AdaptationImage Relighting | CodeCode Available | 1 |
| DreamLight: Towards Harmonious and Consistent Image Relighting | Jun 17, 2025 | DisentanglementImage Relighting | —Unverified | 0 |
| RelightVid: Temporal-Consistent Diffusion Model for Video Relighting | Jan 27, 2025 | Image GenerationImage Relighting | —Unverified | 0 |
| SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces | Jan 16, 2025 | Image Relighting | —Unverified | 0 |
| Text2Relight: Creative Portrait Relighting with Text Guidance | Dec 18, 2024 | Image GenerationImage Relighting | —Unverified | 0 |
| IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations | Dec 16, 2024 | 3D ReconstructionImage Relighting | —Unverified | 0 |
| GenLit: Reformulating Single-Image Relighting as Video Generation | Dec 15, 2024 | Image GenerationImage Relighting | —Unverified | 0 |
| All-frequency Full-body Human Image Relighting | Nov 1, 2024 | AllImage Relighting | CodeCode Available | 0 |
| Neural Gaffer: Relighting Any Object via Diffusion | Jun 11, 2024 | Image RelightingObject | —Unverified | 0 |
| Latent Intrinsics Emerge from Training to Relight | May 31, 2024 | Image Relighting | —Unverified | 0 |
| Nighttime Person Re-Identification via Collaborative Enhancement Network with Multi-domain Learning | Dec 25, 2023 | Image RelightingPerson Re-Identification | CodeCode Available | 0 |
| Personalized Video Relighting With an At-Home Light Stage | Nov 15, 2023 | Image Relighting | CodeCode Available | 0 |
| JoIN: Joint GANs Inversion for Intrinsic Image Decomposition | May 18, 2023 | Image RelightingIntrinsic Image Decomposition | —Unverified | 0 |
| Neural-PBIR Reconstruction of Shape, Material, and Illumination | Apr 26, 2023 | Depth PredictionImage Relighting | —Unverified | 0 |
| ReLight My NeRF: A Dataset for Novel View Synthesis and Relighting of Real World Objects | Apr 20, 2023 | Image RelightingNeRF | —Unverified | 0 |
| Weakly-supervised Single-view Image Relighting | Mar 24, 2023 | Image RelightingInverse Rendering | —Unverified | 0 |
| Relightable Neural Human Assets from Multi-view Gradient Illuminations | Dec 15, 2022 | Image RelightingNovel View Synthesis | —Unverified | 0 |
| DeepPS2: Revisiting Photometric Stereo Using Two Differently Illuminated Images | Jul 5, 2022 | Image ReconstructionImage Relighting | CodeCode Available | 0 |
| OutCast: Outdoor Single-image Relighting with Cast Shadows | Apr 20, 2022 | Image Relighting | —Unverified | 0 |
| SIRfyN: Single Image Relighting from your Neighbors | Dec 8, 2021 | Data AugmentationImage Relighting | —Unverified | 0 |
| MSR-Net: Multi-Scale Relighting Network for One-to-One Relighting | Jul 13, 2021 | Image Relighting | —Unverified | 0 |
| PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting | Apr 1, 2021 | Depth PredictionImage Relighting | —Unverified | 0 |
| DSRN: an Efficient Deep Network for Image Relighting | Feb 18, 2021 | Image Relighting | —Unverified | 0 |
| Relighting Images in the Wild with a Self-Supervised Siamese Auto-Encoder | Dec 11, 2020 | Image Relighting | CodeCode Available | 0 |
| WDRN : A Wavelet Decomposed RelightNet for Image Relighting | Sep 14, 2020 | DecoderImage Manipulation | —Unverified | 0 |
| Towards Geometry Guided Neural Relighting with Flash Photography | Aug 12, 2020 | Image RelightingIntrinsic Image Decomposition | —Unverified | 0 |
| 2D Image Relighting with Image-to-Image Translation | Jun 14, 2020 | Image RelightingImage-to-Image Translation | CodeCode Available | 0 |
| Scene relighting with illumination estimation in the latent space on an encoder-decoder scheme | Jun 3, 2020 | DecoderImage Relighting | CodeCode Available | 0 |
