Hoang Gia Ngo

Orcid: 0000-0002-2793-2700

Affiliations:
  • A*STAR, Institute for Infocomm Research, Singapore
  • National University of Singapore (former)


According to our database1, Hoang Gia Ngo authored at least 23 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Zero-Shot Learning of Individualized Task Contrast Prediction from Resting-State Functional Connectomes.
Proceedings of the Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, 2023

2022
Predicting individual task contrasts from resting-state functional connectivity using a surface-based convolutional network.
NeuroImage, 2022

A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries.
Medical Image Anal., 2022

GLACIAL: Granger and Learning-based Causality Analysis for Longitudinal Studies.
CoRR, 2022

2021
Domain-Shift Conditioning Using Adaptable Filtering Via Hierarchical Embeddings for Robust Chinese Spell Check.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Text2Brain: Synthesis of Brain Activation Maps from Free-Form Text Query.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
Explanations in Predictive Analytics: Case Studies.
Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020

Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin Using Recursive Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check.
CoRR, 2020

Neural encoding with visual attention.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

From Connectomic to Task-Evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-State Functional Connectivity.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

A Shared Neural Encoding Model for the Prediction of Subject-Specific fMRI Response.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
Phonology-Augmented Statistical Framework for Machine Transliteration Using Limited Linguistic Resources.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Beyond consensus: Embracing heterogeneity in curated neuroimaging meta-analysis.
NeuroImage, 2019

Isolating the Effects of Modeling Recursive Structures: A Case Study in Pronunciation Prediction of Chinese Characters.
Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

2018
Machine learning in resting-state fMRI analysis.
CoRR, 2018

Multimodal neural pronunciation modeling for spoken languages with logographic origin.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Statistical Machine Transliteration Baselines for NEWS 2018.
Proceedings of the Seventh Named Entities Workshop, 2018

2016
Collapsed variational bayesian inference of the author-topic model: application to large-scale coordinate-based meta-analysis.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2016

Regulating Orthography-Phonology Relationship for English to Thai Transliteration.
Proceedings of the Sixth Named Entity Workshop, 2016

2015
Phonology-augmented statistical transliteration for low-resource languages.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2014
A minimal-resource transliteration framework for vietnamese.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Strategies for Vietnamese keyword search.
Proceedings of the IEEE International Conference on Acoustics, 2014


  Loading...