Tobias Clement

According to our database, Tobias Clement authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks.

Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen, Nils Kemmerzell, Van Binh Truong, Vo Thanh Khang Nguyen, Mohamed Abdelaal, Hung Cao

CoRR, 2024

Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction.

Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja

CoRR, 2024

XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection.

Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao

Proceedings of the IEEE International Conference on Consumer Electronics, 2024

2023

XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process.

Tobias Clement, Nils Kemmerzell, Mohamed Abdelaal, Michael Amberg

Mach. Learn. Knowl. Extr., March, 2023

Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction.

Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023