Hien Van Nguyen
5 papers · 2013–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Core Methods
(2)
Domain-Specific
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Models
(1)
Techniques
(1)
Keywords
unsupervised learning
(1)
differential privacy
(1)
dimensionality reduction
(1)
spectral clustering
(1)
prototype learning
(1)
medical imaging
(1)
knowledge distillation
(1)
image synthesis
(1)
privacy preservation
(1)
image translation
(1)
feature attribution
(1)
deep learning
(1)
mutual information
(1)
sparse subspace clustering
(1)
latent space
(1)
vision-language model
(1)
gradient noise
(1)
whole slide image
(1)
cross-modal synthesis
(1)
integrated gradient
(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
Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data
WACV 2021
Unsupervised Cross-Modal Synthesis of Subject-Specific Scans
ICCV 2015
Latent Space Sparse Subspace Clustering
ICCV 2013