SyncLight: Single-Edit Multi-View Relighting
Not on the map. Why?
Abstract (arXiv)
We present SyncLight, a method to enable consistent, parametric control over light sources across multiple uncalibrated views of a static scene conditioned on a single view. While single-view relighting has advanced significantly, existing generative approaches struggle to maintain the rigorous lighting consistency essential for multi-camera broadcasts, stereoscopic cinema, and virtual production. SyncLight addresses this by enabling precise control over light intensity and color across a multi-view capture of a scene, conditioned on a single reference edit. Our method leverages a multi-view diffusion transformer trained using a latent bridge matching formulation, achieving high-fidelity relighting of the entire image set in a single inference step. To facilitate training, we introduce a large-scale hybrid dataset comprising diverse synthetic environments -- curated from existing sources and newly designed scenes -- alongside high-fidelity, real-world multi-view captures under calibrated illumination. Though trained only on image pairs, SyncLight generalizes zero-shot to an arbitrary number of viewpoints, effectively propagating lighting changes across all views, without requiring camera pose information. SyncLight enables practical relighting workflows for multi-view capture systems.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 62 of its 73 references that are in the map. First posted on arXiv 23 Jan 2026.
Builds on
62 of 73 references.
References · 62
- 2021High-Resolution Image Synthesis with Latent Diffusion Modelscited by 18,863
- 2018The Unreasonable Effectiveness of Deep Features as a Perceptual Metriccited by 11,177
- 2023Segment Anythingcited by 8,234
- 20233D Gaussian Splatting for Real-Time Radiance Field Renderingcited by 6,226
- 2022Flow Matching for Generative Modelingcited by 5,702
- 2023SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesiscited by 4,356
- 2022Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flowcited by 3,700
- 2022FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awarenesscited by 3,673
- 2023Qwen Technical Reportcited by 3,344
- 2025VGGT: Visual Geometry Grounded Transformercited by 1,539
- 2023Stochastic Interpolants: A Unifying Framework for Flows and Diffusionscited by 939
- 2023MVDream: Multi-view Diffusion for 3D Generationcited by 938
38 more
- 2023Wonder3D: Single Image to 3D using Cross-Domain Diffusioncited by 689
- 2023Nerfstudio: A Modular Framework for Neural Radiance Field Developmentcited by 600
- 2023ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shiftingcited by 365
- 2023Repurposing Diffusion-Based Image Generators for Monocular Depth Estimationcited by 327
- 2019Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single Imagecited by 203
- 2023TensoIR: Tensorial Inverse Renderingcited by 168
- 2024RGBleftrightarrowX: Image decomposition and synthesis using material- and lighting-aware diffusion modelscited by 161
- 2023Diffusion Schr"odinger Bridge Matchingcited by 153
- 2024Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generationcited by 137
- 2024DiLightNet: Fine-grained Lighting Control for Diffusion-based Image Generationcited by 93
- 2024Neural Gaffer: Relighting Any Object via Diffusioncited by 91
- 2019Deep Parametric Indoor Lighting Estimationcited by 83
- 2025Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysiscited by 78
- 2019Rendering Synthetic Objects into Legacy Photographscited by 72
- 2022Physically-Based Editing of Indoor Scene Lighting from a Single Imagecited by 62
- 2024LightIt: Illumination Modeling and Control for Diffusion Modelscited by 57
- 2025DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Modelscited by 57
- 2024FlashTex: Fast Relightable Mesh Texturing with LightControlNetcited by 56
- 2016Deep Outdoor Illumination Estimationcited by 53
- 2023Generative Models: What Do They Know? Do They Know Things? Let's Find Out!cited by 50
- 2019A Dataset of Multi-Illumination Images in the Wildcited by 45
- 2023StyleGAN knows Normal, Depth, Albedo, and Morecited by 44
- 2023I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFscited by 42
- 2025UniRelight: Learning Joint Decomposition and Synthesis for Video Relightingcited by 40
- 2024LumiNet: Latent Intrinsics Meets Diffusion Models for Indoor Scene Relightingcited by 38
- 2025LightLab: Controlling Light Sources in Images with Diffusion Modelscited by 38
- 2024A Diffusion Approach to Radiance Field Relighting using Multi-Illumination Synthesiscited by 37
- 2019Automatic Scene Inference for 3D Object Compositingcited by 36
- 2025LBM: Latent Bridge Matching for Fast Image-to-Image Translationcited by 36
- 2024DifFRelight: Diffusion-Based Facial Performance Relightingcited by 35
- 2024IllumiNeRF: 3D Relighting Without Inverse Renderingcited by 29
- 2025RelightVid: Temporal-Consistent Diffusion Model for Video Relightingcited by 29
- 2025Lux Post Facto: Learning Portrait Performance Relighting with Conditional Video Diffusion and a Hybrid Datasetcited by 28
- 2022Multi-view Inverse Rendering for Large-scale Real-world Indoor Scenescited by 24
- 2024ScribbleLight: Single Image Indoor Relighting with Scribblescited by 24
- 2023UrbanIR: Large-Scale Urban Scene Inverse Rendering from a Single Videocited by 22
- 2024GenLit: Reformulating Single-Image Relighting as Video Generationcited by 20
- 2024Latent Intrinsics Emerge from Training to Relightcited by 17
50 most cited of 62 All 62 (JSON)
Built on by
Not cited yet.
Similar, not cited
Close in wording, no citation either way
- 2025RelightMaster: Precise Video Relighting with Multi-plane Light Images
- 2026Decoupled Illumination Priors for Spatially Controllable Multi-View Indoor Scene Relighting
- 2026CamLit: Unified Video Diffusion with Explicit Camera and Lighting Control
- 2025Training-Free Multi-View Extension of IC-Light for Textual Position-Aware Scene Relighting
- 2025UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback
- 2025ReLumix: Extending Image Relighting to Video via Video Diffusion Models
- 2026Light4D: Training-Free Extreme Viewpoint 4D Video Relighting
- 2026FreeLit: Paired-Free Indoor Relighting via Physics-Guided Diffusion