Benjamin Bergner

17 papers A* 3C 1Journal 8Unranked 5

Year	Rank	Type	Title / 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