Tobias Clement

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Semantic Segmentation

General Intelligence

Adaptive Learning

Top Venues

Mach. Learn. Knowl. Extr.

Publications

Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. ICCE (2024)
Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal, Hung Cao
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection. CoRR (2024)
Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja
Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction. CoRR (2024)
Truong Thanh Hung Nguyen, Tobias Clement, Phuc Truong Loc Nguyen, Nils Kemmerzell, Van Binh Truong, Vo Thanh Khang Nguyen, Mohamed Abdelaal, Hung Cao
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks. CoRR (2024)
Tobias Clement, Nils Kemmerzell, Mohamed Abdelaal, Michael Amberg
XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Tobias Clement, Truong Thanh Hung Nguyen, Nils Kemmerzell, Mohamed Abdelaal, Davor Stjelja
Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction. AI (2) (2023)