Fereshteh Shakeri
6 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
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Conference Pioneer
Conferences
CVPR (3)
MICCAI (2)
WACV (1)
Top co-authors
Keywords
few-shot learning
(3)
vision-language model
(2)
clip model
(2)
transductive learning
(1)
hyperparameter learning
(1)
expectation maximization
(1)
test-time adaptation
(1)
prompt learning
(1)
transductive inference
(1)
dirichlet distribution
(1)
low-rank adaptation
(1)
feature adaptation
(1)
linear probe
(1)
majorize-minimize optimization
(1)
zero-shot learning
(1)
unrolling optimization
(1)
domain adaptation
(1)
convex optimization
(1)
Papers
Histopath-C: Towards Realistic Domain Shifts for Histopathology Vision-Language Adaptation
WACV 2026
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning
CVPR 2025
Few-Shot, Now for Real: Medical VLMs Adaptation without Balanced Sets or Validation
MICCAI 2025
Transductive Zero-Shot and Few-Shot CLIP
CVPR 2024
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP
CVPR 2024
Few-shot Adaptation of Medical Vision-Language Models
MICCAI 2024