Thanh-Huy Nguyen
5 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
🗺️
Taxonomy Completionist
(13)
⭐
Rising Star
(5)
Top co-authors
Research topics
Keywords
unsupervised learning
(1)
image segmentation
(1)
semi-supervised learning
(1)
prototype learning
(1)
knowledge distillation
(1)
feature attribution
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
vision-language model
(1)
stable diffusion
(1)
whole slide image
(1)
integrated gradient
(1)
feature discrepancy
(1)
histopathology image
(1)
weakly supervised semantic segmentation
(1)
computational pathology
(1)
cryo-electron tomography
(1)
tumor detection
(1)
foundation model adaptation
(1)
multi-scale segmentation
(1)
Papers
ConStruct: Structural Distillation of Foundation Models for Prototype-Based Weakly Supervised Histopathology Segmentation
MIDL 2026
Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification
WACV 2026
Ultra-ECP: Ellipse-Constrained and Point-Robust Foundation Model Adaptation for Fetal Cardiac Ultrasound Segmentation
MIDL 2026
Unsupervised Multi-Scale Segmentation of 3D Subcellular World with Stable Diffusion Foundation Model
CVPR 2026
Semi-Supervised Skin Lesion Segmentation under Dual Mask Ensemble with Feature Discrepancy Co-Training
MIDL 2025