Mehdi Naouar

11 papers A* 1B 1Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
One For All: A Unified Approach to Classification and Self-explanation.
MICCAI (14)
Mehdi Naouar, Yannick Vogt, Joschka Boedecker, Gabriel Kalweit, Maria Kalweit
2025 A* conf
Salvage: Shapley-distribution Approximation Learning Via Attribution Guided Exploration for Explainable Image Classification.
ICLR
Mehdi Naouar, Hanne Raum, Jens Rahnfeld, Yannick Vogt, Joschka Boedecker, Gabriel Kalweit, Maria Kalweit
2024 J jnl
BetterBodies: Reinforcement Learning guided Diffusion for Antibody Sequence Design.
CoRR
Yannick Vogt, Mehdi Naouar, Maria Kalweit, Christoph Cornelius Miething, Justus Duyster, Joschka Boedecker, Gabriel Kalweit
2024 J jnl
Detection of disease-specific signatures in B cell repertoires of lymphomas using machine learning.
PLoS Comput. Biol.
Paul Schmidt-Barbo, Gabriel Kalweit, Mehdi Naouar, Lisa Paschold, Edith Willscher, Christoph Schultheiß, Bruno Märkl, Stefan Dirnhofer, Alexandar Tzankov, Mascha Binder, Maria Kalweit
2024 J jnl
Stable Online and Offline Reinforcement Learning for Antibody CDRH3 Design.
CoRR
Yannick Vogt, Mehdi Naouar, Maria Kalweit, Christoph Cornelius Miething, Justus Duyster, Roland Mertelsmann, Gabriel Kalweit, Joschka Boedecker
2023 J jnl
CellMixer: Annotation-free Semantic Cell Segmentation of Heterogeneous Cell Populations.
CoRR
Mehdi Naouar, Gabriel Kalweit, Anusha Klett, Yannick Vogt, Paula Silvestrini, Diana Laura Infante Ramírez, Roland Mertelsmann, Joschka Boedecker, Maria Kalweit
2023 J jnl
Robust Tumor Detection from Coarse Annotations via Multi-Magnification Ensembles.
CoRR
Mehdi Naouar, Gabriel Kalweit, Ignacio Mastroleo, Philipp Poxleitner, Marc Christian Metzger, Joschka Boedecker, Maria Kalweit
2023 — conf
Ultimate Automizer and the CommuHash Normal Form - (Competition Contribution).
TACAS (2)
Matthias Heizmann, Max Barth, Daniel Dietsch, Leonard Fichtner, Jochen Hoenicke, Dominik Klumpp, Mehdi Naouar, Tanja Schindler, Frank Schüssele, Andreas Podelski
2022 — conf
Probing Contextual Diversity for Dense Out-of-Distribution Detection.
ECCV Workshops (5)
Silvio Galesso, María Alejandra Bravo, Mehdi Naouar, Thomas Brox
2022 J jnl
Probing Contextual Diversity for Dense Out-of-Distribution Detection.
CoRR
Silvio Galesso, María Alejandra Bravo, Mehdi Naouar, Thomas Brox
2021 B conf
Verification of Concurrent Programs Using Petri Net Unfoldings.
VMCAI
Daniel Dietsch, Matthias Heizmann, Dominik Klumpp, Mehdi Naouar, Andreas Podelski, Claus Schätzle