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Minh Nguyen
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 26
Top Topics
Machine Transliteration
Neural Network
Semantic Representation
Nadaraya Watson
Top Venues
CoRR
NeuroImage
IEEE ACM Trans. Audio Speech Lang. Process.
EMNLP
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Publications
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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)