Minh Nguyen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 26

Top Topics

Machine Transliteration

Semantic Representation

Nadaraya Watson

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu
Robust Learning via Conditional Prevalence Adjustment. WACV (2024)
Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu
Knockout: A simple way to handle missing inputs. CoRR (2024)
Minh Nguyen, Nancy F. Chen
Finite-context Indexing of Restricted Output Space for NLP Models Facing Noisy Input. CoRR (2023)
Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu
Zero-Shot Learning of Individualized Task Contrast Prediction from Resting-State Functional Connectomes. DALI@MICCAI (2023)
Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu
Zero-shot Learning of Individualized Task Contrast Prediction from Resting-state Functional Connectomes. CoRR (2023)
Alan Q. Wang, Minh Nguyen, Mert R. Sabuncu
Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head. CoRR (2023)
Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu
Robust Learning via Conditional Prevalence Adjustment. CoRR (2023)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
A Transformer-based Neural Language Model that Synthesizes Brain Activation Maps from Free-Form Text Queries. CoRR (2022)
Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu
GLACIAL: Granger and Learning-based Causality Analysis for Longitudinal Studies. CoRR (2022)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries. Medical Image Anal. 81 (2022)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
Text2Brain: Synthesis of Brain Activation Maps from Free-Form Text Query. MICCAI (7) (2021)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
Text2Brain: Synthesis of Brain Activation Maps from Free-form Text Query. CoRR (2021)
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
Domain-Shift Conditioning Using Adaptable Filtering Via Hierarchical Embeddings for Robust Chinese Spell Check. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Tong He, Ru Kong, Avram J. Holmes, Minh Nguyen, Mert R. Sabuncu, Simon B. Eickhoff, Danilo Bzdok, Jiashi Feng, B. T. Thomas Yeo
Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics. NeuroImage 206 (2020)
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check. CoRR (2020)
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin Using Recursive Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Minh Nguyen, Tong He, Lijun An, Daniel C. Alexander, Jiashi Feng, B. T. Thomas Yeo
Predicting Alzheimer's disease progression using deep recurrent neural networks. NeuroImage 222 (2020)
Hoang Gia Ngo, Simon B. Eickhoff, Minh Nguyen, Gunes Sevinc, Peter T. Fox, R. Nathan Spreng, B. T. Thomas Yeo
Beyond consensus: Embracing heterogeneity in curated neuroimaging meta-analysis. NeuroImage 200 (2019)
Hoang Gia Ngo, Minh Nguyen, Nancy F. Chen
Phonology-Augmented Statistical Framework for Machine Transliteration Using Limited Linguistic Resources. IEEE ACM Trans. Audio Speech Lang. Process. 27 (1) (2019)
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
Isolating the Effects of Modeling Recursive Structures: A Case Study in Pronunciation Prediction of Chinese Characters. WNLP@ACL (2019)
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks. CoRR (2019)
Minh Nguyen, Nanbo Sun, Daniel C. Alexander, Jiashi Feng, B. T. Thomas Yeo
Modeling Alzheimer's disease progression using deep recurrent neural networks. PRNI (2018)
Hoang Gia Ngo, Minh Nguyen, Nancy F. Chen
Phonology-Augmented Statistical Framework for Machine Transliteration using Limited Linguistic Resources. CoRR (2018)
Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen
Multimodal neural pronunciation modeling for spoken languages with logographic origin. EMNLP (2018)
Snigdha Singhania, Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen
Statistical Machine Transliteration Baselines for NEWS 2018. NEWS@ACL (2018)
Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen
Multimodal neural pronunciation modeling for spoken languages with logographic origin. CoRR (2018)