49 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- International Laboratory on Learning Systems2 papers
- Berlin Institute for the Foundations of Learning and DataDE1 paper
- CentraleSupélecFR1 paper
- École de Technologie SupérieureCA1 paper
- Laboratoire des signaux et systèmesFR1 paper
- McGill UniversityCA1 paper
- Physikalisch-Technische BundesanstaltDE1 paper
- Sapienza University of RomeIT1 paper
- Technische Universität BerlinDE1 paper
- Universidad de Buenos AiresAR1 paper
3 papers
Enhancing Brain Source Reconstruction by Initializing 3D Neural Networks with Physical Inverse Solutions
Marco Morik, Ali Hashemi, Klaus-Robert Müller +2
Reconstructing brain sources is a fundamental challenge in neuroscience, crucial for understanding brain function and dysfunction. Electroencephalography (EEG) signals have a high…
MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors
Federica Granese, Marine Picot, Marco Romanelli +2
Detection of adversarial examples has been a hot topic in the last years due to its importance for safely deploying machine learning algorithms in critical applications. However, t…
Transductive Information Maximization For Few-Shot Learning
Malik Boudiaf, Ziko Imtiaz Masud, Jérôme Rony +3
We introduce Transductive Infomation Maximization (TIM) for few-shot learning. Our method maximizes the mutual information between the query features and their label predictions fo…