Benjamin Bergner

4 papers · 2020–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (1) ICLR (1) MIDL (1) NeurIPS (1)

Top co-authors

Christoph Lippert (4) Aiham Taleb (2) Aravindh Mahendran (2) Winfried Loetzsch (1) Guilherme De Leon (1) Julius Severin (1) Martha Duchrau (1) Noel Danz (1) Csaba Rohrer (1) Jonas Rodrigues (1)

Research topics

Machine Learning (4) Computer Vision (2) Application Areas (2) Domain-Specific (2) Learning Types (2) Artificial Intelligence (1) Deep Learning (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

multiple instance learning (2) image classification (2) semantic segmentation (1) vision transformer (1) object detection (1) self-supervised learning (1) medical imaging (1) instance segmentation (1) memory efficiency (1) token pruning (1) inference efficiency (1) inference throughput (1) brain tumor segmentation (1) high-resolution image (1) patch selection (1) caries detection (1) 3d image processing (1) dental radiograph (1) model compression (1) segmentation label (1)

Papers

Token Cropr: Faster ViTs for Quite a Few Tasks CVPR 2025 Iterative Patch Selection for High-Resolution Image Recognition ICLR 2023 Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays MIDL 2022 3D Self-Supervised Methods for Medical Imaging NeurIPS 2020