Bergner, Benjamin

6 publications

TMLR 2026 Steering Large Reasoning Models Towards Concise Reasoning via Flow Matching Yawei Li, Benjamin Bergner, Yinghan Zhao, Vihang Prakash Patil, Bei Chen, Cheng Wang

CVPR 2025 Token Cropr: Faster ViTs for Quite a Few Tasks Benjamin Bergner, Christoph Lippert, Aravindh Mahendran

ICMLW 2024 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

MIDL 2023 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 Rodrigues, Falk Schwendicke, Joachim Krois, Christoph Lippert

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

NeurIPS 2020 3D Self-Supervised Methods for Medical Imaging Aiham Taleb, Winfried Loetzsch, Noel Danz, Julius Severin, Thomas Gaertner, Benjamin Bergner, Christoph Lippert