| SurfaceNet: Adversarial SVBRDF Estimation from a Single Image | Jul 23, 2021 | Generative Adversarial NetworkSVBRDF Estimation | CodeCode Available | 1 |
| MatFuse: Controllable Material Generation with Diffusion Models | Aug 22, 2023 | SVBRDF Estimation | CodeCode Available | 1 |
| MatFusion: A Generative Diffusion Model for SVBRDF Capture | Apr 24, 2024 | modelSVBRDF Estimation | —Unverified | 0 |
| MatSynth: A Modern PBR Materials Dataset | Jan 11, 2024 | SVBRDF Estimation | —Unverified | 0 |
| One Ring to Rule Them All: a simple solution to multi-view 3D-Reconstruction of shapes with unknown BRDF via a small Recurrent ResNet | Apr 11, 2021 | 3D ReconstructionAll | —Unverified | 0 |
| Single-image Reflectance and Transmittance Estimation from Any Flatbed Scanner | Feb 20, 2025 | BRDF estimationImage-to-Image Translation | —Unverified | 0 |
| Single-Shot Neural Relighting and SVBRDF Estimation | Aug 1, 2020 | Inverse RenderingSVBRDF Estimation | —Unverified | 0 |
| Deep SVBRDF Estimation on Real Materials | Oct 8, 2020 | SVBRDF Estimation | —Unverified | 0 |
| Diffuse Map Guiding Unsupervised Generative Adversarial Network for SVBRDF Estimation | May 24, 2022 | Generative Adversarial NetworkSVBRDF Estimation | —Unverified | 0 |
| UMat: Uncertainty-Aware Single Image High Resolution Material Capture | May 25, 2023 | Active LearningImage-to-Image Translation | —Unverified | 0 |
| Multi-view Gradient Consistency for SVBRDF Estimation of Complex Scenes under Natural Illumination | Feb 25, 2022 | DisentanglementImage Reconstruction | CodeCode Available | 0 |
