Maria Kalweit

19 papers A* 2Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
BLINK: Behavioral Latent Modeling of NK Cell Cytotoxicity.
CoRR
Iman Nematollahi, Jose Francisco Villena-Ossa, Alina Moter, Kiana Farhadyar, Gabriel Kalweit, Abhinav Valada, Toni Cathomen, Evelyn Ullrich, Maria Kalweit
2025 — conf
Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic Segmentation.
AMAI@MICCAI
Julia Hindel, Ema Mekic, Enamundram Naga Karthik, Rohit Mohan, Daniele Cattaneo, Maria Kalweit, Abhinav Valada
2025 J jnl
Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic Segmentation.
CoRR
Julia Hindel, Ema Mekic, Enamundram Naga Karthik, Rohit Mohan, Daniele Cattaneo, Maria Kalweit, Abhinav Valada
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
Advances in Land Surface Model-based Forecasting: A comparative study of LSTM, Gradient Boosting, and Feedforward Neural Network Models as prognostic state emulators.
CoRR
Marieke Wesselkamp, Matthew Chantry, Ewan Pinnington, Margarita Choulga, Souhail Boussetta, Maria Kalweit, Joschka Boedecker, Carsten F. Dormann, Florian Pappenberger, Gianpaolo Balsamo
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
Multi-intention Inverse Q-learning for Interpretable Behavior Representation.
Trans. Mach. Learn. Res.
Hao Zhu, Brice De La Crompe, Gabriel Kalweit, Artur Schneider, Maria Kalweit, Ilka Diester, Joschka Boedecker
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
L(M)V-IQL: Multiple Intention Inverse Reinforcement Learning for Animal Behavior Characterization.
CoRR
Hao Zhu, Brice De La Crompe, Gabriel Kalweit, Artur Schneider, Maria Kalweit, Ilka Diester, Joschka Boedecker
2023 J jnl
Patient groups in Rheumatoid arthritis identified by deep learning respond differently to biologic or targeted synthetic DMARDs.
PLoS Comput. Biol.
Maria Kalweit, Andrea M. Burden, Joschka Boedecker, Thomas Hügle, Theresa Burkard
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
2022 A* conf
Deep Surrogate Q-Learning for Autonomous Driving.
ICRA
Maria Kalweit, Gabriel Kalweit, Moritz Werling, Joschka Boedecker
2022 — —
Deep representations of sets.
Maria Kalweit
2022 J jnl
Robust and Data-efficient Q-learning by Composite Value-estimation.
Trans. Mach. Learn. Res.
Gabriel Kalweit, Maria Kalweit, Joschka Boedecker
2021 — conf
AnyNets: Adaptive Deep Neural Networks for Medical Data with Missing Values.
AI4Function@IJCAI
Maria Kalweit, Gabriel Kalweit, Joschka Boedecker
2020 J jnl
Deep Surrogate Q-Learning for Autonomous Driving.
CoRR
Maria Kalweit, Gabriel Kalweit, Moritz Werling, Joschka Boedecker