Muhammad Bilal
5 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(10)
β
Rising Star
(5)
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Renaissance Researcher
(5)
Venues
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Research topics
Keywords
contrastive learning
(1)
image segmentation
(1)
semi-supervised learning
(1)
vision transformer
(1)
anomaly detection
(1)
visual question answering
(1)
medical image segmentation
(1)
ultrasound imaging
(1)
instruction tuning
(1)
bilevel optimization
(1)
parameter-efficient fine-tuning
(1)
multimodal large language model
(1)
teacher-student framework
(1)
cross-domain generalization
(1)
whole slide image
(1)
computational pathology
(1)
pseudo-label calibration
(1)
service level objective
(1)
domain router
(1)
streaming data sketching
(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
MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding
CVPR 2026
Observability Is Eating Your Cores: Fine-Grained Analysis of Microservice Metrics with IPU-Hosted Sketches
NSDI 2026
RAPTOR: Generative AI for Parsing Colorectal Cancer Referrals to Streamline Faster Diagnostic Standard Pathways
MICCAI 2025