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Johannes Jakubik

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Improving Label Error Detection and Elimination with Uncertainty Quantification

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May 15, 2024
Johannes Jakubik, Michael Vössing, Manil Maskey, Christopher Wölfle, Gerhard Satzger

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Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation

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Dec 05, 2023
Simeon Allmendinger, Patrick Hemmer, Moritz Queisner, Igor Sauer, Leopold Müller, Johannes Jakubik, Michael Vössing, Niklas Kühl

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Redefining the Laparoscopic Spatial Sense: AI-based Intra- and Postoperative Measurement from Stereoimages

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Nov 16, 2023
Leopold Müller, Patrick Hemmer, Moritz Queisner, Igor Sauer, Simeon Allmendinger, Johannes Jakubik, Michael Vössing, Niklas Kühl

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Foundation Models for Generalist Geospatial Artificial Intelligence

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Nov 08, 2023
Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dario Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi, Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu Ganti, Kommy Weldemariam, Rahul Ramachandran

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AI Foundation Models for Weather and Climate: Applications, Design, and Implementation

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Sep 20, 2023
S. Karthik Mukkavilli, Daniel Salles Civitarese, Johannes Schmude, Johannes Jakubik, Anne Jones, Nam Nguyen, Christopher Phillips, Sujit Roy, Shraddha Singh, Campbell Watson, Raghu Ganti, Hendrik Hamann, Udaysankar Nair, Rahul Ramachandran, Kommy Weldemariam

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Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts

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Jul 07, 2023
Johannes Jakubik, Daniel Weber, Patrick Hemmer, Michael Vössing, Gerhard Satzger

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What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation

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Jun 27, 2023
Benedikt Blumenstiel, Johannes Jakubik, Hilde Kühne, Michael Vössing

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On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making

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Apr 18, 2023
Jakob Schoeffer, Johannes Jakubik, Michael Voessing, Niklas Kuehl, Gerhard Satzger

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Learning to Defer with Limited Expert Predictions

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Apr 14, 2023
Patrick Hemmer, Lukas Thede, Michael Vössing, Johannes Jakubik, Niklas Kühl

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Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation

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Jan 23, 2023
Johannes Jakubik, Michal Muszynski, Michael Vössing, Niklas Kühl, Thomas Brunschwiler

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