Reinhard Klein

13 papers · 2013–2026 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22)

🧬 Topic Evolution 💎 Century Club · Bronze 🚀 Conference Pioneer 🗃️ Keyword Collector (60)

Venues

CVPR (3) ICCV (3) WACV (3) ICLR (2) AAAI (1) ECCV (1)

Top co-authors

Michael Weinmann (6) Patrick Stotko (4) Nils Wandel (4) Jan U. Müller (2) Markus Plack (2) David Stotko (2) Leif Van Holland (2) Hannah Dröge (2) Julian Kaltheuner (2) Jonathan Klein (1)

Research topics

Computer Vision (6) Deep Learning (5) Analysis (5) Machine Learning (4) Processing (4) Computer Science (3) Applications (3) Architectures (3) Optimization & Theory (3) Artificial Intelligence (2) Mathematics & Optimization (2) Core Methods (2) Generation (2) Learning Types (2) Optimization (2)

Keywords

3d reconstruction (5) differentiable rendering (2) physics simulation (2) convolutional neural network (2) partial differential equation (2) surface reconstruction (1) physics-informed neural network (1) variational approach (1) shape reconstruction (1) point cloud (1) image inpainting (1) real-time rendering (1) gradient descent (1) neural radiance field (1) domain adaptation (1) novel view synthesis (1) monocular video (1) cloth simulation (1) transformer network (1) transformer architecture (1)

Papers

Neu-PiG: Neural Preconditioned Grids for Fast Dynamic Surface Reconstruction on Long Sequences CVPR 2026 Transformer-Based Inpainting for Real-Time 3D Streaming in Sparse Multi-Camera Setups WACV 2026 Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations ICLR 2025 NeRFs are Mirror Detectors: using Structural Similarity for Multi-View Mirror Scene Reconstruction with 3D Surface Primitives WACV 2025 ROSA: Reconstructing Object Shape and Appearance Textures by Adaptive Detail Transfer WACV 2025 SAFT: Shape and Appearance of Fabrics from Template via Differentiable Physical Simulations from Monocular Video ICCV 2025 Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models CVPR 2024 Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022 Unbiased Gradient Estimation for Differentiable Surface Splatting via Poisson Sampling ECCV 2022 Learning Incompressible Fluid Dynamics from Scratch - Towards Fast, Differentiable Fluid Models that Generalize ICLR 2021 Inverse Procedural Modeling of Knitwear CVPR 2019 A Two-Streamed Network for Estimating Fine-Scaled Depth Maps From Single RGB Images ICCV 2017 Multi-view Normal Field Integration for 3D Reconstruction of Mirroring Objects ICCV 2013