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2020 – today
- 2024
[c7]Lena Heidemann, Iwo Kurzidem
, Maureen Monnet, Karsten Roscher, Stephan Günnemann:
Towards Engineered Safe AI with Modular Concept Models. CVPR Workshops 2024: 3564-3573- [c6]Maureen Monnet, Nermine Chaabani, Theodora-Augustina Dragan, Balthasar Schachtner, Jeanette Miriam Lorenz:
Understanding the Effects of Data Encoding on Quantum-Classical Convolutional Neural Networks. QCE 2024: 1436-1446 - [i3]Yuki Hagiwara, Octavia-Andreea Ciora, Maureen Monnet, Gino Lancho, Jeanette Miriam Lorenz:
AI-Driven Approaches for Glaucoma Detection - A Comprehensive Review. CoRR abs/2410.15947 (2024) - 2023
- [c5]Theodora-Augustina Dragan, Maureen Monnet, Christian B. Mendl, Jeanette Miriam Lorenz:
Quantum Reinforcement Learning for Solving a Stochastic Frozen Lake Environment and the Impact of Quantum Architecture Choices. ICAART (2) 2023: 199-210 - [c4]Maureen Monnet, Hanady Gebran, Andrea Matic-Flierl, Florian J. Kiwit, Balthasar Schachtner, Amine Bentellis, Jeanette Miriam Lorenz:
Pooling Techniques in Hybrid Quantum-Classical Convolutional Neural Networks. QCE 2023: 601-610 - [c3]Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher:
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models. VISIGRAPP (5: VISAPP) 2023: 878-887 - [c2]Lena Heidemann, Maureen Monnet, Karsten Roscher:
Concept Correlation and Its Effects on Concept-Based Models. WACV 2023: 4769-4777 - 2022
- [c1]Andrea Matic, Maureen Monnet, Jeanette Miriam Lorenz, Balthasar Schachtner, Thomas Messerer:
Quantum-classical convolutional neural networks in radiological image classification. QCE 2022: 56-66 - [i2]Andrea Matic, Maureen Monnet, Jeanette Miriam Lorenz, Balthasar Schachtner, Thomas Messerer:
Quantum-classical convolutional neural networks in radiological image classification. CoRR abs/2204.12390 (2022) - [i1]Poulami Sinhamahapatra, Lena Heidemann, Maureen Monnet, Karsten Roscher:
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models. CoRR abs/2211.12173 (2022)
Coauthor Index
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