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- Technical University of MunichDE103 papers
- TUM KlinikumDE21 papers
- Ludwig-Maximilians-Universität MünchenDE20 papers
- Imperial College LondonGB13 papers
- Heidelberg UniversityDE11 papers
- University of ZurichCH11 papers
- Harvard UniversityUS10 papers
- King's College LondonGB10 papers
- Centre National de la Recherche ScientifiqueFR8 papers
- ETH ZurichCH8 papers
- Institute of Biological and Medical ImagingDE8 papers
- German Cancer Research CenterDE7 papers
8 papers · 1 filter
Transformer-CNN: Fast and Reliable tool for QSAR
Pavel Karpov, Guillaume Godin, Igor V. Tetko
We present SMILES-embeddings derived from the internal encoder state of a Transformer [1] model trained to canonize SMILES as a Seq2Seq problem. Using a CharNN [2] architecture upo…
Exact and approximate formulas for contact tracing on random trees
Augustine Okolie, Johannes Müller
We consider a stochastic susceptible-infected-recovered (SIR) model with contact tracing on random trees and on the configuration model. On a rooted tree, where initially all indiv…
A mathematical view on head lice infestations
Noemi Castelletti, Maria Vittoria Barbarossa
Commonly known as head lice, Pediculus humanus capitis are human ectoparasites which cause infestations in children worldwide. Understanding the life cycle of head lice is an impor…
A direct solver for the phase retrieval problem in ptychographic imaging
Nada Sissouno, Florian Boßmann, Frank Filbir +5
Measurements achieved with ptychographic imaging are a special case of diffraction measurements. They are generated by illuminating small parts of a sample with, e.g., a focused X-…
Semi-Supervised Few-Shot Learning with Prototypical Random Walks
Ahmed Ayyad, Yuchen Li, Nassir Navab +2
Recent progress has shown that few-shot learning can be improved with access to unlabelled data, known as semi-supervised few-shot learning(SS-FSL). We introduce an SS-FSL approach…
Acoustic scattering mediated single detector optoacoustic tomography
Xose Luis Dean-Ben, Ali Ozbek, Hernan Lopez-Schier +1
Optoacoustic image formation is conventionally based upon ultrasound time-of-flight readings from multiple detection positions. Herein, we exploit acoustic scattering to physically…