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Tobias Elze

3 papers · 2023–2024 · 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) ICCV (1) ICLR (1)

Top co-authors

Mengyu Wang (3) Yan Luo (3) Min Shi (3) Yu Tian (3) Ava Kouhana (2) Yi Fang (1) Hao Huang (1) Muhammad Osama Khan (1) Muhammad Muneeb Afzal (1) Luo Song (1)

Research topics

Machine Learning (3) Computer Vision (2) Application Areas (2) Domain-Specific (2) Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Core AI (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

medical imaging (2) multi-task learning (1) domain adaptation (1) optimal transport (1) medical image segmentation (1) bias mitigation (1) vision-language model (1) segment anything model (1) optical coherence tomography (1) glaucoma detection (1) dice coefficient (1) fairness learning (1) semi-supervised learning (1) error-bound scaling (1)

Papers

FairCLIP: Harnessing Fairness in Vision-Language Learning CVPR 2024 FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling ICLR 2024 Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning ICCV 2023