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ORCIDNicolas Deperrois
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2020 – today
- 2025
[j2]Samantha Weber
, Nicolas Deperrois, Robert Heun, Laura Frühschütz, Anna Monn, Stephanie Homan, Andrea Häfliger, Erich Seifritz, Tobias Kowatsch, Lena Jäger, Katharina Schultebraucks, Sapir Gershov, Jacopo Mocellin, Birgit Kleim, Sebastian Olbrich:
Using a fine-tuned large language model for symptom-based depression evaluation. npj Digit. Medicine 8(1) (2025)- [i6]Nicolas Deperrois, Hidetoshi Matsuo, Samuel Ruipérez-Campillo, Moritz Vandenhirtz, Sonia Laguna, Alain Ryser, Koji Fujimoto, Mizuho Nishio, Thomas M. Sutter, Julia E. Vogt, Jonas Kluckert, Thomas Frauenfelder, Christian Blüthgen, Farhad Nooralahzadeh, Michael Krauthammer:
RadVLM: A Multitask Conversational Vision-Language Model for Radiology. CoRR abs/2502.03333 (2025) - [i5]Andrea Agostini, Sonia Laguna, Alain Ryser, Samuel Ruipérez-Campillo, Moritz Vandenhirtz, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt:
Leveraging the Structure of Medical Data for Improved Representation Learning. CoRR abs/2507.02987 (2025) - [i4]Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruipérez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt:
Structure is Supervision: Multiview Masked Autoencoders for Radiology. CoRR abs/2511.22294 (2025) - [i3]Benjamin Gundersen, Nicolas Deperrois, Samuel Ruipérez-Campillo, Thomas M. Sutter, Julia E. Vogt, Michael Moor, Farhad Nooralahzadeh, Michael Krauthammer:
Enhancing Radiology Report Generation and Visual Grounding using Reinforcement Learning. CoRR abs/2512.10691 (2025) - 2023
- [i2]Nicolas Deperrois, Mihai A. Petrovici, Walter Senn, Jakob Jordan:
Learning beyond sensations: how dreams organize neuronal representations. CoRR abs/2308.01830 (2023) - 2021
- [i1]Nicolas Deperrois, Mihai A. Petrovici, Walter Senn, Jakob Jordan:
Memory semantization through perturbed and adversarial dreaming. CoRR abs/2109.04261 (2021) - 2020
- [j1]Nicolas Deperrois, Michael Graupner:
Short-term depression and long-term plasticity together tune sensitive range of synaptic plasticity. PLoS Comput. Biol. 16(9) (2020)
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