Time | Authors | Title |
---|---|---|
11:30:11:45 | Georgii Mikriukov, Gesina Schwalbe, Franz Motzkus and Korinna Bade | Unveiling the Anatomy of Adversarial Attacks: Concept-based XAI Dissection of CNNs |
11:45-12:00 | Jiayi Li, Sheetal Satheesh, Stefan Heindorf, Diego Moussallem, René Speck and Axel-Cyrille Ngonga Ngomo | AutoCL: AutoML for Concept Learning |
12:00-12:15 | Franz Motzkus, Georgii Mikriukov, Christian Hellert and Ute Schmid | Locally Testing Model Detections for Semantic Global Concepts |
12:15-12:30 | Lenka Tětková, Teresa Karen Scheidt, Maria Mandrup Fogh, Ellen Marie Gaunby Jørgensen, Finn Årup Nielsen and Lars Kai Hansen | Knowledge graphs for empirical concept retrieval |
12:30-12:45 | Jonas Teufel and Pascal Friederich | Global Concept Explanations for Graphs by Contrastive Learning |
Event Timeslots (1)
The David Bruce Hall
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CHAIRS: Kirill Bykov, Maximilian Dreyer