Johannes Jakubik
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
human-ai collaboration
(2)
object detection
(2)
benchmark evaluation
(1)
domain generalization
(1)
stereo vision
(1)
uncertainty quantification
(1)
medical imaging
(1)
multimodal learning
(1)
depth estimation
(1)
remote sensing
(1)
earth observation
(1)
machine learning
(1)
selective classification
(1)
generative model
(1)
foundation model
(1)
vision-language model
(1)
learning to defer
(1)
expert system
(1)
expert prediction
(1)
medical ai
(1)
Papers
TerraMind: Large-Scale Generative Multimodality for Earth Observation
ICCV 2025
Redefining the Laparoscopic Spatial Sense: AI-Based Intra- and Postoperative Measurement from Stereoimages
AAAI 2024
Learning to Defer with Limited Expert Predictions
AAAI 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
NeurIPS 2023
Designing a Human-in-the-Loop System for Object Detection in Floor Plans
AAAI 2022
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
IJCAI 2022