Michael Weinmann
8 papers · 2013–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(2)
Machine Learning
(2)
Analysis
(2)
Architectures
(2)
Generation
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
3d reconstruction
(2)
novel view synthesis
(2)
convolutional neural network
(2)
variational approach
(1)
physics-informed neural network
(1)
partial differential equation
(1)
neural radiance field
(1)
computational fluid dynamics
(1)
surface normal
(1)
image warping
(1)
spline interpolation
(1)
variational method
(1)
fluid simulation
(1)
navier-stokes equation
(1)
multi-view reconstruction
(1)
differentiable solver
(1)
hermite spline
(1)
soft mask
(1)
mirror detection
(1)
pattern extraction
(1)
Papers
NeRFs are Mirror Detectors: using Structural Similarity for Multi-View Mirror Scene Reconstruction with 3D Surface Primitives
WACV 2025
RANRAC: Robust Neural Scene Representations via Random Ray Consensus
ECCV 2024
FaDIV-Syn: Fast Depth-Independent View Synthesis using Soft Masks and Implicit Blending
RSS 2022
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
Multi-view Normal Field Integration for 3D Reconstruction of Mirroring Objects
ICCV 2013