Active Subtopic Detection in Multitopic Data. - Benjamin Bergner; Georg Krempl (AL@iKNOW, 2016)

HPI-DHC at TREC 2018 Precision Medicine Track. - Michel Oleynik; Erik Faessler; Ariane Morassi Sasso; Arpita Kappattanavar; Benjamin Bergner; Harry Freitas Da Cruz; Jan-Philipp Sachs; Suparno Datta; Erwin P. Böttinger (TREC, 2018)

MORPHER - A Platform to Support Modeling of Outcome and Risk Prediction in Health Research. - Harry Freitas Da Cruz; Benjamin Bergner; Orhan Konak; Frederic Schneider; Philipp Bode; Conrad Lempert; Matthieu-P. Schapranow (BIBE, 2019)

3D Self-Supervised Methods for Medical Imaging. - Aiham Taleb; Winfried Loetzsch; Noel Danz; Julius Severin; Thomas Gärtner 004; Benjamin Bergner; Christoph Lippert (NeurIPS, 2020)

An Engineering Approach Towards Multi-site Virtual Molecular Tumor Board Software. - Richard Henkenjohann; Benjamin Bergner; Florian Borchert; Nina Bougatf; Hauke Hund; Roland Eils; Matthieu-P. Schapranow (IHAW, 2021)

Deep Learning Models for 3D MRI Brain Classification - A Multi-sequence Comparison. - Marius Pullig; Benjamin Bergner; Amish Doshi; Anja Hennemuth; Zahi A. Fayad; Christoph Lippert (Bildverarbeitung für die Medizin, 2022)

Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays. - Benjamin Bergner; Csaba Rohrer; Aiham Taleb; Martha Duchrau; Guilherme De Leon; Jonas Almeida Rodrigues; Falk Schwendicke; Joachim Krois; Christoph Lippert (MIDL, 2022)

Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation. - Josafat-Mattias Burmeister; Marcel Fernandez Rosas; Johannes Hagemann; Jonas Kordt; Jasper Blum; Simon Shabo; Benjamin Bergner; Christoph Lippert (CoRR, 2022)

Iterative Patch Selection for High-Resolution Image Recognition. - Benjamin Bergner; Christoph Lippert; Aravindh Mahendran (ICLR, 2023)

Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding. - Benjamin Bergner; Andrii Skliar; Amelie Royer; Tijmen Blankevoort; Yuki M. Asano; Babak Ehteshami Bejnordi (CoRR, 2024)

Token Cropr: Faster ViTs for Quite a Few Tasks. - Benjamin Bergner; Christoph Lippert; Aravindh Mahendran (CVPR, 2025)