Benjamin Ummenhofer
10 papers · 2013–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (11) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (19)
π
Academic Marathon
(11)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Century Club
(10)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
CVPR (3)
ICCV (3)
ECCV (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
point cloud
(4)
surface reconstruction
(3)
convolutional neural network
(3)
depth estimation
(2)
3d reconstruction
(2)
instance segmentation
(1)
variational approach
(1)
optical flow
(1)
convolutional network
(1)
signed distance field
(1)
fluid dynamics
(1)
camera motion
(1)
surface normal
(1)
signed distance function
(1)
multi-view stereo
(1)
physics simulation
(1)
generalization performance
(1)
particle simulation
(1)
momentum conservation
(1)
3d semantic segmentation
(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
NIPS 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