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← Authors

Houda Bahig

5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

MICCAI (3) CVPR (1) MIDL (1)

Top co-authors

Ismail Ben Ayed (5) Jose Dolz (5) Julio Silva-Rodríguez (3) Fereshteh Shakeri (3) Yunshi Huang (2) Hoel Kervadec (1) An Tang (1) Ghassen Baklouti (1) Malik Boudiaf (1) Laurent Letourneau-Guillon (1)

Keywords

few-shot learning (1) convex optimization (1) medical image segmentation (1) prompt learning (1) clip model (1) deep network (1) feature adaptation (1) shape descriptor (1) anatomical prior (1) linear probe (1) majorize-minimize optimization (1) segmentation loss (1) global shape (1)

Papers

Few-Shot, Now for Real: Medical VLMs Adaptation without Balanced Sets or Validation MICCAI 2025 Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation MICCAI 2025 LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP CVPR 2024 Few-shot Adaptation of Medical Vision-Language Models MICCAI 2024 Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! MIDL 2021