Klein, Reinhard

14 publications

ICLR 2025 Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations Nils Wandel, Stefan Schulz, Reinhard Klein

WACV 2025 NeRFs Are Mirror Detectors: Using Structural Similarity for Multi-View Mirror Scene Reconstruction with 3D Surface Primitives Leif Van Holland, Michael Weinmann, Jan U. Müller, Patrick Stotko, Reinhard Klein

WACV 2025 ROSA: Reconstructing Object Shape and Appearance Textures by Adaptive Detail Transfer Julian Kaltheuner, Patrick Stotko, Reinhard Klein

ICCV 2025 SAFT: Shape and Appearance of Fabrics from Template via Differentiable Physical Simulations from Monocular Video David Stotko, Reinhard Klein

CVPR 2024 Physics-Guided Shape-from-Template: Monocular Video Perception Through Neural Surrogate Models David Stotko, Nils Wandel, Reinhard Klein

ICCVW 2023 Efficient 3D Reconstruction, Streaming and Visualization of Static and Dynamic Scene Parts for Multi-Client Live-Telepresence in Large-Scale Environments Leif Van Holland, Patrick Stotko, Stefan Krumpen, Reinhard Klein, Michael Weinmann

AAAI 2022 Spline-PINN: Approaching PDEs Without Data Using Fast, Physics-Informed Hermite-Spline CNNs Nils Wandel, Michael Weinmann, Michael Neidlin, Reinhard Klein

ECCV 2022 Unbiased Gradient Estimation for Differentiable Surface Splatting via Poisson Sampling Jan U. Müller, Michael Weinmann, Reinhard Klein

ICLR 2021 Learning Incompressible Fluid Dynamics from Scratch - Towards Fast, Differentiable Fluid Models That Generalize Nils Wandel, Michael Weinmann, Reinhard Klein

ICCV 2017 A Two-Streamed Network for Estimating Fine-Scaled Depth Maps from Single RGB Images Jun Li, Reinhard Klein, Angela Yao

ECCV 2014 Material Classification Based on Training Data Synthesized Using a BTF Database Michael Weinmann, Juergen Gall, Reinhard Klein

ECCV 2014 Material Recognition for Efficient Acquisition of Geometry and Reflectance Michael Weinmann, Reinhard Klein

ECCVW 2014 Material Recognition for Efficient Acquisition of Geometry and Reflectance Michael Weinmann, Reinhard Klein

ICCV 2013 Multi-View Normal Field Integration for 3D Reconstruction of Mirroring Objects Michael Weinmann, Aljosa Osep, Roland Ruiters, Reinhard Klein