Stephanie Harmon

5 papers · 2022–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Squad

Venues

CVPR (2) AAAI (1) ECCV (1) WACV (1)

Top co-authors

Pengfei Guo (5) Can Zhao (5) Baris Turkbey (5) Daguang Xu (5) Dong Yang (5) Yucheng Tang (4) Benjamin Simon (4) Ziyue Xu (4) Vishwesh Nath (3) Yufan He (3)

Research topics

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

Keywords

medical imaging (3) latent diffusion model (2) image generation (1) domain knowledge (1) foundation model (1) 3d segmentation (1) vision-language model (1) instruction fine-tuning (1) rectified flow (1) synthetic image generation (1) interactive segmentation (1) computed tomography (1) medical image synthesis (1) 3d image generation (1) contrastive learning (1) synthetic imaging (1) zero-shot learning (1)

Papers

MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss AAAI 2026 MAISI: Medical AI for Synthetic Imaging WACV 2025 VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge CVPR 2025 VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging CVPR 2025 Auto-FedRL: Federated Hyperparameter Optimization for Multi-Institutional Medical Image Segmentation ECCV 2022