Benjamin Ummenhofer
10 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze
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Topic Evolution
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Computer Vision
(6)
Analysis
(6)
Deep Learning
(4)
Machine Learning
(4)
Architectures
(3)
Optimization & Theory · Machine Learning
(3)
Application Areas
(2)
Processing
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
point cloud
(4)
convolutional neural network
(3)
surface reconstruction
(3)
depth estimation
(2)
3d reconstruction
(2)
structure from motion
(1)
inverse problem
(1)
domain generalization
(1)
multi-view stereo
(1)
optical flow
(1)
variational approach
(1)
camera motion
(1)
convolutional network
(1)
signed distance field
(1)
fluid dynamics
(1)
instance segmentation
(1)
surface normal
(1)
signed distance function
(1)
attention mechanism
(1)
iterative optimization
(1)
Papers
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation
ECCV 2024
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics
NeurIPS 2022
Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation
CVPR 2022
Adaptive Surface Reconstruction With Multiscale Convolutional Kernels
ICCV 2021
Lagrangian Fluid Simulation with Continuous Convolutions
ICLR 2020
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth
CVPR 2019
DeepTAM: Deep Tracking and Mapping
ECCV 2018
DeMoN: Depth and Motion Network for Learning Monocular Stereo
CVPR 2017
Global, Dense Multiscale Reconstruction for a Billion Points
ICCV 2015
Point-Based 3D Reconstruction of Thin Objects
ICCV 2013