DropConnect is effective in modeling uncertainty of Bayesian deep networks
Mobiny, Aryan, Yuan, Pengyu, Moulik, Supratik K., Garg, Naveen, Wu, Carol C., Van Nguyen, Hien
Published in Scientific reports (09.03.2021)
Published in Scientific reports (09.03.2021)
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Journal Article
Latent Space Sparse and Low-Rank Subspace Clustering
Patel, Vishal M., Van Nguyen, Hien, Vidal, Rene
Published in IEEE journal of selected topics in signal processing (01.06.2015)
Published in IEEE journal of selected topics in signal processing (01.06.2015)
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Journal Article
Deep learning for FTIR histology: leveraging spatial and spectral features with convolutional neural networks
Berisha, Sebastian, Lotfollahi, Mahsa, Jahanipour, Jahandar, Gurcan, Ilker, Walsh, Michael, Bhargava, Rohit, Van Nguyen, Hien, Mayerich, David
Published in Analyst (London) (25.02.2019)
Published in Analyst (London) (25.02.2019)
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Journal Article
Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks
Maric, Dragan, Jahanipour, Jahandar, Li, Xiaoyang Rebecca, Singh, Aditi, Mobiny, Aryan, Van Nguyen, Hien, Sedlock, Andrea, Grama, Kedar, Roysam, Badrinath
Published in Nature communications (10.03.2021)
Published in Nature communications (10.03.2021)
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Journal Article
Physician-Friendly Machine Learning: A Case Study with Cardiovascular Disease Risk Prediction
Padmanabhan, Meghana, Yuan, Pengyu, Chada, Govind, Nguyen, Hien Van
Published in Journal of clinical medicine (18.07.2019)
Published in Journal of clinical medicine (18.07.2019)
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Journal Article
A comparison of methods for non-rigid 3D shape retrieval
Lian, Zhouhui, Godil, Afzal, Bustos, Benjamin, Daoudi, Mohamed, Hermans, Jeroen, Kawamura, Shun, Kurita, Yukinori, Lavoué, Guillaume, Van Nguyen, Hien, Ohbuchi, Ryutarou, Ohkita, Yuki, Ohishi, Yuya, Porikli, Fatih, Reuter, Martin, Sipiran, Ivan, Smeets, Dirk, Suetens, Paul, Tabia, Hedi, Vandermeulen, Dirk
Published in Pattern recognition (01.01.2013)
Published in Pattern recognition (01.01.2013)
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Journal Article
On the Security and Reliability Trade-off of the Satellite Terrestrial Networks with Fountain Codes and Friendly Jamming
Nguyen, Quang Sang, Nguyen, Van Hien, Tran, Trung Duy, Nguyen, Luong Nhat, Tu, Lam-Thanh
Published in EAI endorsed transactions on industrial networks and intelligent systems (07.12.2023)
Published in EAI endorsed transactions on industrial networks and intelligent systems (07.12.2023)
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Journal Article
Latent Space Sparse Subspace Clustering
Patel, Vishal M., Hien Van Nguyen, Vidal, Rene
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
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Conference Proceeding
Journal Article
Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis
Mobiny, Aryan, Singh, Aditi, Van Nguyen, Hien
Published in Journal of clinical medicine (17.08.2019)
Published in Journal of clinical medicine (17.08.2019)
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Journal Article
Design of Non-Linear Kernel Dictionaries for Object Recognition
Van Nguyen, Hien, Patel, Vishal M., Nasrabadi, Nasser M., Chellappa, Rama
Published in IEEE transactions on image processing (01.12.2013)
Published in IEEE transactions on image processing (01.12.2013)
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Journal Article
Transformative Perceptions of In-Service Teachers towards STEM Education: The Vietnamese Case Study
Nguyen, Hoai Nam, Le, Xuan Quang, Nguyen, Van Hien, Nguyen, Van Bien, Nguyen, Thi Thu Trang, Thai, Hoai Minh, Le, Hai My Ngan
Published in Voprosy obrazovaniâ (01.01.2020)
Published in Voprosy obrazovaniâ (01.01.2020)
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Journal Article
Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks
Cicalese, Pietro Antonio, Mobiny, Aryan, Shahmoradi, Zahed, Yi, Xiongfeng, Mohan, Chandra, Van Nguyen, Hien
Published in IEEE journal of biomedical and health informatics (01.02.2021)
Published in IEEE journal of biomedical and health informatics (01.02.2021)
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Journal Article
Development of CAM software to design and grind indexable inserts
Nguyen, Van-Hien, Shin, Sung-Guen, Ko, Sung-Lim
Published in International journal of precision engineering and manufacturing (01.05.2015)
Published in International journal of precision engineering and manufacturing (01.05.2015)
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Journal Article