Mohammad Reza Hosseinzadeh Taher

5 papers · 2022–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

CVPR (2) MICCAI (1) MIDL (1) WACV (1)

Top co-authors

Jianming Liang (4) Michael B. Gotway (3) Fatemeh Haghighi (2) Gopal Avinash (1) Junpyo Hong (1) Haozhe Luo (1) Jiaxuan Pang (1) Ziyu Zhou (1) Ravi Soni (1) Michael Gotway (1)

Research topics

Computer Vision (4) Machine Learning (4) Domain-Specific (4) Learning Types · Machine Learning (4) Core Methods (3) Deep Learning (2) Healthcare & Medicine (2) Clinical (2) Learning Types · Deep Learning (2) Models (1)

Keywords

self-supervised learning (4) medical imaging (4) representation learning (3) few-shot learning (1) transfer learning (1) feature embedding (1) feature representation (1) discriminative learning (1) foundation model (1) zero-shot transfer (1) instance discrimination (1) anatomical structure (1) part-whole hierarchy (1) anatomical segmentation (1) anatomical embedding (1) compositional decomposition (1) part-whole hierarchies (1) restorative learning (1) zero-shot learning (1) adversarial learning (1)

Papers

ACE: Anatomically Consistent Embeddings in Composition and Decomposition WACV 2025 Learning Foundation Models from Multi-Organ Medical Images by Capturing Consistency and Diversity of Anatomical Structures MICCAI 2025 Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024 CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MIDL 2022 DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis CVPR 2022