Gia H. Ngo

22 papers A* 1Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Consumer-friendly EEG-based Emotion Recognition System: A Multi-scale Convolutional Neural Network Approach.
CoRR
Tri Duc Ly, Gia H. Ngo
2023 — conf
Zero-Shot Learning of Individualized Task Contrast Prediction from Resting-State Functional Connectomes.
DALI@MICCAI
Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu
2023 J jnl
Zero-shot Learning of Individualized Task Contrast Prediction from Resting-state Functional Connectomes.
CoRR
Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu
2022 J jnl
A Transformer-based Neural Language Model that Synthesizes Brain Activation Maps from Free-Form Text Queries.
CoRR
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
2022 J jnl
A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries.
Medical Image Anal.
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
2022 J jnl
GLACIAL: Granger and Learning-based Causality Analysis for Longitudinal Studies.
CoRR
Minh Nguyen, Gia H. Ngo, Mert R. Sabuncu
2022 J jnl
Predicting individual task contrasts from resting-state functional connectivity using a surface-based convolutional network.
NeuroImage
Gia H. Ngo, Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2021 J jnl
Domain-Shift Conditioning Using Adaptable Filtering Via Hierarchical Embeddings for Robust Chinese Spell Check.
IEEE ACM Trans. Audio Speech Lang. Process.
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2021 — conf
Text2Brain: Synthesis of Brain Activation Maps from Free-Form Text Query.
MICCAI (7)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
2021 J jnl
Text2Brain: Synthesis of Brain Activation Maps from Free-form Text Query.
CoRR
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
2020 — conf
A Shared Neural Encoding Model for the Prediction of Subject-Specific fMRI Response.
MICCAI (7)
Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020 J jnl
A shared neural encoding model for the prediction of subject-specific fMRI response.
CoRR
Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020 J jnl
Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check.
CoRR
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2020 — ch.
Explanations in Predictive Analytics: Case Studies.
Knowledge Graphs for eXplainable Artificial Intelligence
Jiewen Wu, Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2020 — conf
From Connectomic to Task-Evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-State Functional Connectivity.
MICCAI (7)
Gia H. Ngo, Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020 J jnl
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity.
CoRR
Gia H. Ngo, Meenakshi Khosla, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020 J jnl
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin Using Recursive Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2020 A* conf
Neural encoding with visual attention.
NeurIPS
Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2020 J jnl
Neural encoding with visual attention.
CoRR
Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
2019 J jnl
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks.
CoRR
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2019 — conf
Isolating the Effects of Modeling Recursive Structures: A Case Study in Pronunciation Prediction of Chinese Characters.
WNLP@ACL
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2018 J jnl
Machine learning in resting-state fMRI analysis.
CoRR
Meenakshi Khosla, Keith Jamison, Gia H. Ngo, Amy Kuceyeski, Mert R. Sabuncu