Gia H. Ngo

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 20

Top Topics

Functional Connectivity

Chinese Characters

Granger Causality

Semantic Representations

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

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)
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 (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. 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)
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 (2020)
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)
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 (2020)
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)
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check. CoRR (2020)
Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
Neural encoding with visual attention. NeurIPS (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)
Meenakshi Khosla, Gia H. Ngo, Keith Jamison, Amy Kuceyeski, Mert R. Sabuncu
Neural encoding with visual attention. CoRR (2020)
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)
Meenakshi Khosla, Keith Jamison, Gia H. Ngo, Amy Kuceyeski, Mert R. Sabuncu
Machine learning in resting-state fMRI analysis. CoRR (2018)