Markus Wenzel

17 papers A 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Insights into the inner workings of transformer models for protein function prediction.
Bioinform.
Markus Wenzel, Erik Grüner, Nils Strodthoff
2024 — conf
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization.
ECCV Workshops (20)
Rohan Reddy Mekala, Frederik Pahde, Simon Baur, Sneha Chandrashekar, Madeline Diep, Markus Wenzel, Eric L. Wisotzky, Galip Ümit Yolcu, Sebastian Lapuschkin, Jackie Ma, Peter Eisert, Mikael Lindvall, Adam A. Porter, Wojciech Samek
2024 J jnl
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization.
CoRR
Rohan Reddy Mekala, Frederik Pahde, Simon Baur, Sneha Chandrashekar, Madeline Diep, Markus Wenzel, Eric L. Wisotzky, Galip Ümit Yolcu, Sebastian Lapuschkin, Jackie Ma, Peter Eisert, Mikael Lindvall, Adam A. Porter, Wojciech Samek
2023 J jnl
From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology.
Medical Image Anal.
Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma, Nils Strodthoff
2023 J jnl
Insights Into the Inner Workings of Transformer Models for Protein Function Prediction.
CoRR
Markus Wenzel, Erik Grüner, Nils Strodthoff
2022 J jnl
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology.
CoRR
Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma, Nils Strodthoff
2021 J jnl
Machine Learning for Health: Algorithm Auditing & Quality Control.
J. Medical Syst.
Luis Oala, Andrew G. Murchison, Pradeep Balachandran, Shruti Choudhary, Jana Fehr, Alixandro Werneck Leite, Peter G. Goldschmidt, Christian Johner, Elora D. M. Schörverth, Rose Nakasi, Martin Meyer, Federico Cabitza, Pat D. Baird, Carolin Prabhu, Eva Weicken, Xiaoxuan Liu, Markus Wenzel, Steffen Vogler, Darlington Ahiale Akogo, Shada Alsalamah, Emre Kazim, Adriano S. Koshiyama, Sven Piechottka, Sheena Macpherson, Ian Shadforth, Regina Geierhofer, Christian Matek, Joachim Krois, Bruno Sanguinetti, Matthew Arentz, Pavol Bielik, Saúl Calderón Ramírez, Auss Abbood, Nicolas Langer, Stefan Haufe, Ferath Kherif, Sameer Pujari, Wojciech Samek, Thomas Wiegand
2021 J jnl
Predicting the Binding of SARS-CoV-2 Peptides to the Major Histocompatibility Complex with Recurrent Neural Networks.
CoRR
Johanna Vielhaben, Markus Wenzel, Eva Weicken, Nils Strodthoff
2020 J jnl
Risk Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements.
CoRR
Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand
2020 J jnl
Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements.
npj Digit. Medicine
Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand
2020 J jnl
Toward Global Validation Standards for Health AI.
IEEE Commun. Stand. Mag.
Markus Wenzel, Thomas Wiegand
2020 J jnl
UDSMProt: universal deep sequence models for protein classification.
Bioinform.
Nils Strodthoff, Patrick Wagner, Markus Wenzel, Wojciech Samek
2020 J jnl
USMPep: universal sequence models for major histocompatibility complex binding affinity prediction.
BMC Bioinform.
Johanna Vielhaben, Markus Wenzel, Wojciech Samek, Nils Strodthoff
2019 J jnl
Integrating neurophysiologic relevance feedback in intent modeling for information retrieval.
J. Assoc. Inf. Sci. Technol.
Giulio Jacucci, Oswald Barral, Pedram Daee, Markus Wenzel, Baris Serim, Tuukka Ruotsalo, Patrik Pluchino, Jonathan Freeman, Luciano Gamberini, Samuel Kaski, Benjamin Blankertz
2019 — conf
Viewport Forecasting in 360° Virtual Reality Videos with Machine Learning.
AIVR
Johanna Vielhaben, Hüseyin Camalan, Wojciech Samek, Markus Wenzel
2018 J jnl
Focus Group on Artificial Intelligence for Health.
CoRR
Marcel Salathé, Thomas Wiegand, Markus Wenzel
2014 A conf
A next step towards measuring perceived quality of speech through physiology.
INTERSPEECH
Sebastian Arndt, Markus Wenzel, Jan-Niklas Antons, Friedemann Köster, Sebastian Möller, Gabriel Curio