13 citations · 16 across the 4 of their papers we have counts for
4 papers
Neural Multigrid Memory For Computational Fluid Dynamics
Duc Minh Nguyen, Minh Chau Vu, Tuan Anh Nguyen +3
Turbulent flow simulation plays a crucial role in various applications, including aircraft and ship design, industrial process optimization, and weather prediction. In this paper,…
Semi-supervised learning for medical image classification using imbalanced training data
Tri Huynh, Aiden Nibali, Zhen He
Medical image classification is often challenging for two reasons: a lack of labelled examples due to expensive and time-consuming annotation protocols, and imbalanced class labels…
Boosting Contrastive Self-Supervised Learning with False Negative Cancellation
Tri Huynh, Simon Kornblith, Matthew R. Walter +2
Self-supervised representation learning has made significant leaps fueled by progress in contrastive learning, which seeks to learn transformations that embed positive input pairs…
Multigrid Neural Memory
Tri Huynh, Michael Maire, Matthew R. Walter
We introduce a novel approach to endowing neural networks with emergent, long-term, large-scale memory. Distinct from strategies that connect neural networks to external memory ban…