C. Rother

Finding Competence Regions in Domain Generalization
20234 citationsauthor #5
Correction: Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks
20230 citationsauthor #5
Unsupervised Deep Graph Matching Based on Cycle Consistency
20233 citationsauthor #2
BOP Challenge 2022 on Detection, Segmentation and Pose Estimation of Specific Rigid Objects
2023103 citationsauthor #7
Neural Head Avatars from Monocular RGB Videos –Supplemental Document–
20220 citationsauthor #4
A Comparative Study of Graph Matching Algorithms in Computer Vision
202228 citationsauthor #5
Exoplanet Characterization using Conditional Invertible Neural Networks
202215 citationsauthor #9
Appendix for: Towards Multimodal Depth Estimation from Light Fields
202210 citationsauthor #5
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks
20226 citationsauthor #5
Discovering Digital Tumor Signatures—Using Latent Code Representations to Manipulate and Classify Liver Lesions
20213 citationsauthor #5
for Self-Supervised Object Detection via Generative Image Synthesis
202117 citationsauthor #7
On the Limits of Pseudo Ground Truth in Visual Camera Re-localisation
202180 citationsauthor #3
Conditional Invertible Neural Networks for Diverse Image-to-Image Translation
202142 citationsauthor #5
Spatiotemporal Outdoor Lighting Aggregation on Image Sequences
20211 citationsauthor #4
Fusion Moves for Graph Matching
202118 citationsauthor #4
On the Limits of Pseudo Ground Truth in Visual Camera Re-Localization —Supplementary Material—
20210 citationsauthor #3
Benchmarking Invertible Architectures on Inverse Problems
202147 citationsauthor #3
Neural Head Avatars from Monocular RGB Videos
2021251 citationsauthor #4
Split-Merge Pooling
20200 citationsauthor #2
Exact Information Bottleneck with Invertible Neural Networks: Getting the Best of Discriminative and Generative Modeling
20204 citationsauthor #4
Stellar parameter determination from photometry using invertible neural networks
202013 citationsauthor #8
Mind the Gap - A Benchmark for Dense Depth Prediction Beyond Lidar
20204 citationsauthor #5
BOP Challenge 2020 on 6D Object Localization
2020318 citationsauthor #7
Generative Classifiers as a Basis for Trustworthy Image Classification
202044 citationsauthor #4
Learning Robust Models Using The Principle of Independent Causal Mechanisms
202025 citationsauthor #4
A Primal-Dual Solver for Large-Scale Tracking-by-Assignment
20205 citationsauthor #5
Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks
20203 citationsauthor #7
Intrinsic Autoencoders for Joint Neural Rendering and Intrinsic Image Decomposition
20204 citationsauthor #7
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers
202022 citationsauthor #5
Intrinsic Autoencoders for Joint Deferred Neural Rendering and Intrinsic Image Decomposition
20202 citationsauthor #7
Visual Camera Re-Localization From RGB and RGB-D Images Using DSAC
2020287 citationsauthor #2
Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)
2020129 citationsauthor #2
Artificial-intelligence-driven scanning probe microscopy
2020145 citationsauthor #3
Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization
202014 citationsauthor #3
CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus
202067 citationsauthor #4
Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging
20206 citationsauthor #5
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification
202060 citationsauthor #3
Generative Classifiers as a Basis for Trustworthy Computer Vision
20204 citationsauthor #4
Self-Supervised Viewpoint Learning From Image Collections
202040 citationsauthor #6
HINT: Hierarchical Invertible Neural Transport for General and Sequential Bayesian inference
20195 citationsauthor #4
Uncertainty handling in intra-operative multispectral imaging with invertible neural networks
20192 citationsauthor #8
Can Virtual Contrast Enhancement in Brain MRI Replace Gadolinium?: A Feasibility Study.
2019117 citationsauthor #8
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks
201932 citationsauthor #9
Localizing Common Objects Using Common Component Activation Map
20195 citationsauthor #3
Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses
2019276 citationsauthor #2
Benchmarking the Robustness of Semantic Segmentation Models with Respect to Common Corruptions
2019192 citationsauthor #2
Out of Distribution Detection for Intra-operative Functional Imaging
20195 citationsauthor #7
Expert Sample Consensus Applied to Camera Re-Localization
2019133 citationsauthor #2
Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task
201991 citationsauthor #3
Conditional Invertible Neural Networks for Guided Image Generation
20198 citationsauthor #4
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift
201946 citationsauthor #5
Guided Image Generation with Conditional Invertible Neural Networks
2019335 citationsauthor #4
Trust your Model: Light Field Depth Estimation with Inline Occlusion Handling
201858 citationsauthor #3
A Summary of the 4th International Workshop on Recovering 6D Object Pose
201812 citationsauthor #14
Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction
2018131 citationsauthor #8
Analyzing Inverse Problems with Invertible Neural Networks
2018564 citationsauthor #8
BOP: Benchmark for 6D Object Pose Estimation
2018515 citationsauthor #16
iPose : Instance-Aware 6 D Pose Estimation of Partly Occluded Objects Omid
20181 citationsauthor #5
A Summary of the 4th International Workshop on Recovering 6D Object Pose
20180 citationsauthor #14
Geometric Image Synthesis
201847 citationsauthor #4
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation
2018117 citationsauthor #6
MPLP++: Fast, Parallel Dual Block-Coordinate Ascent for Dense Graphical Models
201822 citationsauthor #3
Deep Object Co-Segmentation
2018123 citationsauthor #3
Graph matching problems for GraphFlow – 6D Large Displacement Scene Flow
20181 citationsauthor #4
Panoptic Segmentation
20181,648 citationsauthor #4
iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects
201762 citationsauthor #5
Bounding Boxes, Segmentations and Object Coordinates: How Important is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios?
2017148 citationsauthor #5
Learning Less is More - 6D Camera Localization via 3D Surface Regression
2017422 citationsauthor #2
Learning to Push the Limits of Efficient FFT-Based Image Deconvolution
2017114 citationsauthor #2
Augmented Reality Meets Computer Vision: Efficient Data Generation for Urban Driving Scenes
2017476 citationsauthor #5
Semantic-Aware Image Smoothing
20171 citationsauthor #3
Advanced Computer Vision(Module 5F16)
20170 citationsauthor #1
Augmented Reality meets Deep Learning
201724 citationsauthor #5
The Best of Both Worlds: Learning Geometry-based 6D Object Pose Estimation
20174 citationsauthor #5
Analyzing modular CNN architectures for joint depth prediction and semantic segmentation
201765 citationsauthor #5
Materials for InstanceCut : from Edges to Instances with MultiCut
20170 citationsauthor #5
Crowd sourcing image segmentation with iaSTAPLE
201714 citationsauthor #4
InstanceCut: From Edges to Instances with MultiCut
2016261 citationsauthor #5
Stereo Video Deblurring
201651 citationsauthor #2
Uncertainty-Driven 6D Pose Estimation of Objects and Scenes from a Single RGB Image
2016540 citationsauthor #6
Global Hypothesis Generation for 6D Object Pose Estimation
2016121 citationsauthor #7
DSAC — Differentiable RANSAC for Camera Localization
2016675 citationsauthor #7
PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning
201646 citationsauthor #6
Lost and Found: detecting small road hazards for self-driving vehicles
2016218 citationsauthor #5
A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching
201661 citationsauthor #2
Can Ground Truth Label Propagation from Video Help Semantic Segmentation?
201637 citationsauthor #3
Implicit Modeling - A Generalization of Discriminative and Generative Approaches
20160 citationsauthor #2
Smart Ubiquitous Projection: Discovering Surfaces for the Projection of Adaptive Content
201610 citationsauthor #6
Introducing LiDAR Point Cloud-based Object Classification for Safer Apron Operations
20166 citationsauthor #6
Detecting unexpected obstacles for self-driving cars: Fusing deep learning and geometric modeling
2016181 citationsauthor #5
Random forests versus Neural Networks — What's best for camera localization?
201677 citationsauthor #4
Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization
201612 citationsauthor #3
Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications
2016108 citationsauthor #7
Performance Evaluation of LiDAR Point Clouds towards Automated FOD Detection on Airport Aprons
201518 citationsauthor #5
Reflection Modeling for Passive Stereo
20154 citationsauthor #4
Pose Estimation of Kinematic Chain Instances via Object Coordinate Regression
201547 citationsauthor #6
Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part II
20151 citationsauthor #3
Joint Training of Generic CNN-CRF Models with Stochastic Optimization
201521 citationsauthor #6
Uncertainty-Driven Forest Predictors for Vertebra Localization and Segmentation
201516 citationsauthor #4
GraphFlow - 6D Large Displacement Scene Flow via Graph Matching
201515 citationsauthor #4

PROFILE

PAPERS

TIMELINE

COAUTHOR MAP

CONCEPT FOOTPRINT