Umair Nawaz
3 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
contrastive learning
(2)
image segmentation
(1)
semi-supervised learning
(1)
vision transformer
(1)
domain adaptation
(1)
medical image segmentation
(1)
ultrasound imaging
(1)
bilevel optimization
(1)
parameter-efficient fine-tuning
(1)
vision-language model
(1)
teacher-student framework
(1)
cross-domain generalization
(1)
zero-shot classification
(1)
cross-model alignment
(1)
pseudo-label calibration
(1)
fine-grained feature learning
(1)
domain router
(1)
Papers
Calibration-Aware Semi-Supervised Fetal Head Segmentation with Boundary-Positive Contrast
MIDL 2026
Keep It Frozen: Domain-Routed Conditional Residual Modulation for Multi-Domain Vision Transformers
CVPR 2026
AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment
COLING 2025