Mathias Unberath
15 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (29)
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Keyword Pioneer
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Conference Polyglot
(5)
π§¬
Topic Evolution
π
Century Club
(15)
π
Conference Pioneer
π₯
Unstoppable
(7)
ποΈ
Keyword Collector
(57)
Conferences
MICCAI (5)
WACV (4)
CVPR (3)
ICCV (2)
ECCV (1)
Top co-authors
Research topics
Keywords
3d reconstruction
(3)
deep neural network
(2)
depth estimation
(2)
causal inference
(2)
self-supervised learning
(1)
video segmentation
(1)
scene understanding
(1)
model robustness
(1)
feature extraction
(1)
motion estimation
(1)
point cloud registration
(1)
point cloud
(1)
embodied ai
(1)
structure from motion
(1)
scene reconstruction
(1)
disparity estimation
(1)
neural rendering
(1)
stereo matching
(1)
occlusion detection
(1)
domain generalization
(1)
Papers
Causality-Driven Audits of Model Robustness
WACV 2026
Online Reasoning Video Segmentation with Just-in-Time Digital Twins
ICCV 2025
Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins
MICCAI 2025
FluoroSAM: A Language-promptable Foundation Model for Flexible X-ray Image Segmentation
MICCAI 2025
Feeling the Stakes: Realism and Ecological Validity in User Research for Computer-Assisted Interventions
MICCAI 2025
Misjudging the Machine: Gaze May Forecast Human-Machine Team Performance in Surgery
MICCAI 2024
FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images
MICCAI 2024
RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-Centric Learning
WACV 2024
Mapping DNN Embedding Manifolds for Network Generalization Prediction
WACV 2023
Neuralangelo: High-Fidelity Neural Surface Reconstruction
CVPR 2023
Temporally Consistent Online Depth Estimation in Dynamic Scenes
WACV 2023
Context-Enhanced Stereo Transformer
ECCV 2022
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective With Transformers
ICCV 2021
Neighborhood Normalization for Robust Geometric Feature Learning
CVPR 2021
Extremely Dense Point Correspondences Using a Learned Feature Descriptor
CVPR 2020