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Aiham Taleb

3 papers · 2020–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

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

Top co-authors

Christoph Lippert (3) Benjamin Bergner (2) Remo Monti (1) Falk Schwendicke (1) Winfried Loetzsch (1) Guilherme De Leon (1) Julius Severin (1) Joachim Krois (1) Noel Danz (1) Csaba Rohrer (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (2) Domain-Specific (2) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Learning Types · Deep Learning (1)

Keywords

self-supervised learning (2) medical imaging (2) image classification (2) representation learning (2) brain tumor segmentation (1) genetic data (1) caries detection (1) 3d image processing (1) dental radiograph (1) segmentation label (1) contrastive learning (1) multimodal learning (1) multiple instance learning (1)

Papers

ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics CVPR 2022 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