Benjamin Bergner

17 papers A* 3C 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Steering Large Reasoning Models towards Concise Reasoning via Flow Matching.
CoRR
Yawei Li, Benjamin Bergner, Yinghan Zhao, Vihang Prakash Patil, Bei Chen, Cheng Wang
2026 J jnl
Steering Large Reasoning Models towards Concise Reasoning via Flow Matching.
Trans. Mach. Learn. Res.
Yawei Li, Benjamin Bergner, Yinghan Zhao, Vihang Prakash Patil, Bei Chen, Cheng Wang
2025 A* conf
Token Cropr: Faster ViTs for Quite a Few Tasks.
CVPR
Benjamin Bergner, Christoph Lippert, Aravindh Mahendran
2024 J jnl
Think Big, Generate Quick: LLM-to-SLM for Fast Autoregressive Decoding.
CoRR
Benjamin Bergner, Andrii Skliar, Amelie Royer, Tijmen Blankevoort, Yuki M. Asano, Babak Ehteshami Bejnordi
2024 J jnl
Token Cropr: Faster ViTs for Quite a Few Tasks.
CoRR
Benjamin Bergner, Christoph Lippert, Aravindh Mahendran
2023 A* conf
Iterative Patch Selection for High-Resolution Image Recognition.
ICLR
Benjamin Bergner, Christoph Lippert, Aravindh Mahendran
2022 — conf
Deep Learning Models for 3D MRI Brain Classification - A Multi-sequence Comparison.
Bildverarbeitung für die Medizin
Marius Pullig, Benjamin Bergner, Amish Doshi, Anja Hennemuth, Zahi A. Fayad, Christoph Lippert
2022 — conf
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays.
MIDL
Benjamin Bergner, Csaba Rohrer, Aiham Taleb, Martha Duchrau, Guilherme De Leon, Jonas Almeida Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert
2022 J jnl
Iterative Patch Selection for High-Resolution Image Recognition.
CoRR
Benjamin Bergner, Christoph Lippert, Aravindh Mahendran
2022 J jnl
Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation.
CoRR
Josafat-Mattias Burmeister, Marcel Fernandez Rosas, Johannes Hagemann, Jonas Kordt, Jasper Blum, Simon Shabo, Benjamin Bergner, Christoph Lippert
2021 — conf
An Engineering Approach Towards Multi-site Virtual Molecular Tumor Board Software.
IHAW
Richard Henkenjohann, Benjamin Bergner, Florian Borchert, Nina Bougatf, Hauke Hund, Roland Eils, Matthieu-P. Schapranow
2021 J jnl
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays.
CoRR
Benjamin Bergner, Csaba Rohrer, Aiham Taleb, Martha Duchrau, Guilherme De Leon, Jonas Almeida Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert
2020 A* conf
3D Self-Supervised Methods for Medical Imaging.
NeurIPS
Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gärtner, Benjamin Bergner, Christoph Lippert
2020 J jnl
3D Self-Supervised Methods for Medical Imaging.
CoRR
Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gärtner, Benjamin Bergner, Christoph Lippert
2019 C conf
MORPHER - A Platform to Support Modeling of Outcome and Risk Prediction in Health Research.
BIBE
Harry Freitas Da Cruz, Benjamin Bergner, Orhan Konak, Frederic Schneider, Philipp Bode, Conrad Lempert, Matthieu-P. Schapranow
2018 — conf
HPI-DHC at TREC 2018 Precision Medicine Track.
TREC
Michel Oleynik, Erik Faessler, Ariane Morassi Sasso, Arpita Kappattanavar, Benjamin Bergner, Harry Freitas Da Cruz, Jan-Philipp Sachs, Suparno Datta, Erwin P. Böttinger
2016 — conf
Active Subtopic Detection in Multitopic Data.
AL@iKNOW
Benjamin Bergner, Georg Krempl