Mood state prediction from speech of varying acoustic quality for individuals with bipolar disorder. - John Gideon; Emily Mower Provost; Melvin G. McInnis (ICASSP, 2016)

Wild wild emotion: a multimodal ensemble approach. - John Gideon; Biqiao Zhang; Zakaria Aldeneh; Yelin Kim; Soheil Khorram; Duc Le; Emily Mower Provost (ICMI, 2016)

Recognition of Depression in Bipolar Disorder: Leveraging Cohort and Person-Specific Knowledge. - Soheil Khorram; John Gideon; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2016)

Progressive Neural Networks for Transfer Learning in Emotion Recognition. - John Gideon; Soheil Khorram; Zakaria Aldeneh; Dimitrios Dimitriadis; Emily Mower Provost (INTERSPEECH, 2017)

A Multi-Camera Deep Neural Network for Detecting Elevated Alertness in Drivers. - John Gideon; Simon Stent; Luke Fletcher (ICASSP, 2018)

The PRIORI Emotion Dataset: Linking Mood to Emotion Detected In-the-Wild. - Soheil Khorram; Mimansa Jaiswal; John Gideon; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2018)

Emotion Recognition from Natural Phone Conversations in Individuals with and without Recent Suicidal Ideation. - John Gideon; Heather T. Schatten; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2019)

Barking up the Right Tree: Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). - John Gideon; Melvin G. McInnis; Emily Mower Provost (CoRR, 2019)

When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations. - John Gideon; Katie Matton; Steve Anderau; Melvin G. McInnis; Emily Mower Provost (CoRR, 2019)

Addressing Variability in Speech when Recognizing Emotion and Mood In-the-Wild. - John Gideon (2019)

The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video. - John Gideon; Simon Stent (ICCV, 2021)

LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision. - Zhijian Liu; Simon Stent; Jie Li; John Gideon; Song Han 003 (ICCV, 2021)

Estimating Heart Rate from Unlabelled Video. - John Gideon; Simon Stent (ICCVW, 2021)

Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG). - John Gideon; Melvin G. McInnis; Emily Mower Provost (IEEE Trans. Affect. Comput., 2021)

Unsupervised Multi-View Gaze Representation Learning. - John Gideon; Shan Su; Simon Stent (CVPR Workshops, 2022)

Communication is a Two-Way Street: Negotiating Driving Intent through a Shape-Changing Steering Wheel. - Hannah Baez; Akshay Bhardwaj; Jean Costa; John Gideon; Sile O'Modhrain; Nadine B. Sarter; Brent Gillespie 001 (WHC, 2023)

Specification-Guided Data Aggregation for Semantically Aware Imitation Learning. - Ameesh Shah; Jonathan A. DeCastro; John Gideon; Beyazit Yalcinkaya; Guy Rosman; Sanjit A. Seshia (CoRR, 2023)

Can Pupillometry be used to Detect Driver Hazard Awareness? - Kimimasa Tamura; John Gideon; Simon Stent; Guy Rosman (SMC, 2024)

Modeling Drivers' Risk Perception via Attention to Improve Driving Assistance. - Abhijat Biswas; John Gideon; Kimimasa Tamura; Guy Rosman (CoRR, 2024)

A Simulator Dataset to Support the Study of Impaired Driving. - John Gideon; Kimimasa Tamura; Emily Sumner; Laporsha Dees; Patricio Reyes Gomez; Bassam ul Haq; Todd Rowell; Avinash Balachandran; Simon Stent; Guy Rosman (CoRR, 2025)