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ORCIDHoang Gia Ngo
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- affiliation: A*STAR, Institute for Infocomm Research, Singapore
- affiliation (former): National University of Singapore
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Journal Articles
- 2022
[j6]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: 102540 (2022)- [j5]Gia H. Ngo, Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu:
Predicting individual task contrasts from resting-state functional connectivity using a surface-based convolutional network. NeuroImage 248: 118849 (2022) - 2021
- [j4]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: 2027-2036 (2021) - 2020
- [j3]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: 461-473 (2020) - 2019
- [j2]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: 142-158 (2019) - [j1]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): 199-211 (2019)
Conference and Workshop Papers
- 2023
- [c13]Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu:
Zero-Shot Learning of Individualized Task Contrast Prediction from Resting-State Functional Connectomes. DALI@MICCAI 2023: 12-22 - 2021
- [c12]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: 605-614 - 2020
- [c11]Gia H. Ngo, Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu:
From Connectomic to Task-Evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-State Functional Connectivity. MICCAI (7) 2020: 62-71 - [c10]Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu:
A Shared Neural Encoding Model for the Prediction of Subject-Specific fMRI Response. MICCAI (7) 2020: 539-548 - [c9]Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu:
Neural encoding with visual attention. NeurIPS 2020 - 2019
- [c8]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: 95-97 - 2018
- [c7]Snigdha Singhania, Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen:
Statistical Machine Transliteration Baselines for NEWS 2018. NEWS@ACL 2018: 74-78 - [c6]Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen:
Multimodal neural pronunciation modeling for spoken languages with logographic origin. EMNLP 2018: 2916-2922 - 2016
- [c5]Binh Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen:
Regulating Orthography-Phonology Relationship for English to Thai Transliteration. NEWS@ACM 2016: 83-87 - [c4]Hoang Gia Ngo, Simon B. Eickhoff, Peter T. Fox, B. T. Thomas Yeo:
Collapsed variational bayesian inference of the author-topic model: application to large-scale coordinate-based meta-analysis. PRNI 2016: 1-4 - 2015
- [c3]Hoang Gia Ngo, Nancy F. Chen, Binh Minh Nguyen, Bin Ma, Haizhou Li:
Phonology-augmented statistical transliteration for low-resource languages. INTERSPEECH 2015: 3670-3674 - 2014
- [c2]Nancy F. Chen, Sunil Sivadas, Boon Pang Lim, Hoang Gia Ngo, Haihua Xu, Van Tung Pham, Bin Ma, Haizhou Li:
Strategies for Vietnamese keyword search. ICASSP 2014: 4121-4125 - [c1]Hoang Gia Ngo, Nancy F. Chen, Sunil Sivadas, Bin Ma, Haizhou Li:
A minimal-resource transliteration framework for vietnamese. INTERSPEECH 2014: 1410-1414
Parts in Books or Collections
- 2020
- [p1]Jiewen Wu, Minh Nguyen, Gia H. Ngo, Nancy F. Chen:
Explanations in Predictive Analytics: Case Studies. Knowledge Graphs for eXplainable Artificial Intelligence 2020: 196-212
Informal and Other Publications
- 2023
- [i12]Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu:
Zero-shot Learning of Individualized Task Contrast Prediction from Resting-state Functional Connectomes. CoRR abs/2310.14105 (2023) - 2022
- [i11]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 abs/2208.00840 (2022) - [i10]Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu:
GLACIAL: Granger and Learning-based Causality Analysis for Longitudinal Studies. CoRR abs/2210.07416 (2022) - 2021
- [i9]Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu:
Text2Brain: Synthesis of Brain Activation Maps from Free-form Text Query. CoRR abs/2109.13814 (2021) - 2020
- [i8]Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu:
A shared neural encoding model for the prediction of subject-specific fMRI response. CoRR abs/2006.15802 (2020) - [i7]Gia H. Ngo, Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu:
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity. CoRR abs/2008.02961 (2020) - [i6]Minh Nguyen, Gia H. Ngo, Nancy F. Chen:
Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check. CoRR abs/2008.12281 (2020) - [i5]Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu:
Neural encoding with visual attention. CoRR abs/2010.00516 (2020) - 2019
- [i4]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 abs/1912.09913 (2019) - 2018
- [i3]Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen:
Multimodal neural pronunciation modeling for spoken languages with logographic origin. CoRR abs/1809.04203 (2018) - [i2]Hoang Gia Ngo, Minh Nguyen, Nancy F. Chen:
Phonology-Augmented Statistical Framework for Machine Transliteration using Limited Linguistic Resources. CoRR abs/1810.03184 (2018) - [i1]Meenakshi Khosla, Keith Jamison, Gia H. Ngo, Amy Kuceyeski, Mert R. Sabuncu:
Machine learning in resting-state fMRI analysis. CoRR abs/1812.11477 (2018)
Coauthor Index
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