Picture for Simone Stumpf

Simone Stumpf

An Explanatory Model Steering System for Collaboration between Domain Experts and AI

Add code
May 17, 2024
Viaarxiv icon

EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations

Add code
Feb 01, 2024
Viaarxiv icon

Exploring the Impact of Lay User Feedback for Improving AI Fairness

Dec 18, 2023
Viaarxiv icon

Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions

Oct 30, 2023
Viaarxiv icon

Lessons Learned from EXMOS User Studies: A Technical Report Summarizing Key Takeaways from User Studies Conducted to Evaluate The EXMOS Platform

Oct 03, 2023
Figure 1 for Lessons Learned from EXMOS User Studies: A Technical Report Summarizing Key Takeaways from User Studies Conducted to Evaluate The EXMOS Platform
Viaarxiv icon

Human-Centered Responsible Artificial Intelligence: Current & Future Trends

Feb 16, 2023
Figure 1 for Human-Centered Responsible Artificial Intelligence: Current & Future Trends
Viaarxiv icon

Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness

Jun 01, 2022
Figure 1 for Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness
Figure 2 for Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness
Figure 3 for Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness
Figure 4 for Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness
Viaarxiv icon

Towards Involving End-users in Interactive Human-in-the-loop AI Fairness

Apr 22, 2022
Figure 1 for Towards Involving End-users in Interactive Human-in-the-loop AI Fairness
Figure 2 for Towards Involving End-users in Interactive Human-in-the-loop AI Fairness
Figure 3 for Towards Involving End-users in Interactive Human-in-the-loop AI Fairness
Figure 4 for Towards Involving End-users in Interactive Human-in-the-loop AI Fairness
Viaarxiv icon

ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition

Add code
Apr 09, 2021
Figure 1 for ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Figure 2 for ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Figure 3 for ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Figure 4 for ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Viaarxiv icon