Criteria and metrics for thresholded AU detection. - Jeffrey M. Girard; Jeffrey F. Cohn (ICCV Workshops, 2011)

Social risk and depression: Evidence from manual and automatic facial expression analysis. - Jeffrey M. Girard; Jeffrey F. Cohn; Mohammad H. Mahoor; Seyed Mohammad Mavadati; Dean P. Rosenwald (FG, 2013)

Continuous AU intensity estimation using localized, sparse facial feature space. - László A. Jeni; Jeffrey M. Girard; Jeffrey F. Cohn; Fernando De la Torre (FG, 2013)

Perceptions of Interpersonal Behavior are Influenced by Gender, Facial Expression Intensity, and Head Pose. - Jeffrey M. Girard (ICMI, 2014)

Nonverbal social withdrawal in depression: Evidence from manual and automatic analyses. - Jeffrey M. Girard; Jeffrey F. Cohn; Mohammad H. Mahoor; Seyed Mohammad Mavadati; Zakia Hammal; Dean P. Rosenwald (Image Vis. Comput., 2014)

BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database. - Xing Zhang 012; Lijun Yin 001; Jeffrey F. Cohn; Shaun J. Canavan; Michael Reale; Andy Horowitz; Peng Liu 039; Jeffrey M. Girard (Image Vis. Comput., 2014)

FERA 2015 - second Facial Expression Recognition and Analysis challenge. - Michel François Valstar; Timur R. Almaev; Jeffrey M. Girard; Gary McKeown; Marc Mehu; Lijun Yin 001; Maja Pantic; Jeffrey F. Cohn (FG, 2015)

How much training data for facial action unit detection? - Jeffrey M. Girard; Jeffrey F. Cohn; László A. Jeni; Simon Lucey; Fernando De la Torre (FG, 2015)

Real-time dense 3D face alignment from 2D video with automatic facial action unit coding. - László A. Jeni; Jeffrey M. Girard; Jeffrey F. Cohn; Takeo Kanade (FG, 2015)

Estimating smile intensity: A better way. - Jeffrey M. Girard; Jeffrey F. Cohn; Fernando De la Torre (Pattern Recognit. Lett., 2015)

Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis. - Zheng Zhang 023; Jeffrey M. Girard; Yue Wu 002; Xing Zhang 012; Peng Liu 039; Umur A. Ciftci; Shaun J. Canavan; Michael Reale; Andrew Horowitz; Huiyuan Yang; Jeffrey F. Cohn; Qiang Ji; et al. (CVPR, 2016)

Open-Source Software for Continuous Measurement and Media Annotation. - Jeffrey M. Girard (FG, 2017)

Sayette Group Formation Task (GFT) Spontaneous Facial Expression Database. - Jeffrey M. Girard; Wen-Sheng Chu; László A. Jeni; Jeffrey F. Cohn (FG, 2017)

Historical Heterogeneity Predicts Smiling: Evidence from Large-Scale Observational Analyses. - Jeffrey M. Girard; Daniel McDuff (FG, 2017)

FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge. - Michel F. Valstar; Enrique Sánchez-Lozano; Jeffrey F. Cohn; László A. Jeni; Jeffrey M. Girard; Zheng Zhang 023; Lijun Yin 001; Maja Pantic (FG, 2017)

Reconsidering the Duchenne Smile: Indicator of Positive Emotion or Artifact of Smile Intensity? - Jeffrey M. Girard; Gayatri Shandar; Zhun Liu; Jeffrey F. Cohn; Lijun Yin 001; Louis-Philippe Morency (ACII, 2019)

Democratizing Psychological Insights from Analysis of Nonverbal Behavior. - Daniel McDuff; Jeffrey M. Girard (ACII, 2019)

ElderReact: A Multimodal Dataset for Recognizing Emotional Response in Aging Adults. - Kaixin Ma; Xinyu Wang; Xinru Yang; Mingtong Zhang; Jeffrey M. Girard; Louis-Philippe Morency (ICMI, 2019)

Context-Dependent Models for Predicting and Characterizing Facial Expressiveness. - Victoria Lin 001; Jeffrey M. Girard; Louis-Philippe Morency (AffCon@AAAI, 2020)

Toward Multimodal Modeling of Emotional Expressiveness. - Victoria Lin 001; Jeffrey M. Girard; Michael A. Sayette; Louis-Philippe Morency (ICMI, 2020)

Depression Severity Assessment for Adolescents at High Risk of Mental Disorders. - Michal Muszynski; Jamie Zelazny; Jeffrey M. Girard; Louis-Philippe Morency (ICMI, 2020)

Goals, Tasks, and Bonds: Toward the Computational Assessment of Therapist Versus Client Perception of Working Alliance. - Alexandria K. Vail; Jeffrey M. Girard; Lauren M. Bylsma; Jeffrey F. Cohn; Jay Fournier; Holly Swartz; Louis-Philippe Morency (FG, 2021)

To Rate or Not To Rate: Investigating Evaluation Methods for Generated Co-Speech Gestures. - Pieter Wolfert; Jeffrey M. Girard; Taras Kucherenko; Tony Belpaeme (ICMI, 2021)

Toward Causal Understanding of Therapist-Client Relationships: A Study of Language Modality and Social Entrainment. - Alexandria K. Vail; Jeffrey M. Girard; Lauren M. Bylsma; Jeffrey F. Cohn; Jay Fournier; Holly Swartz; Louis-Philippe Morency (ICMI, 2022)

DynAMoS: The Dynamic Affective Movie Clip Database for Subjectivity Analysis. - Jeffrey M. Girard; Yanmei Tie; Einat Liebenthal (ACII, 2023)

Representation Learning for Interpersonal and Multimodal Behavior Dynamics: A Multiview Extension of Latent Change Score Models. - Alexandria K. Vail; Jeffrey M. Girard; Lauren M. Bylsma; Jay Fournier; Holly A. Swartz; Jeffrey F. Cohn; Louis-Philippe Morency (ICMI, 2023)

GeSTICS: A Multimodal Corpus for Studying Gesture Synthesis in Two-party Interactions with Contextualized Speech. - Gaoussou Youssouf Kebe; Mehmet Deniz Birlikci; Auriane Boudin; Ryo Ishii; Jeffrey M. Girard; Louis-Philippe Morency (IVA, 2024)

LlaMADRS: Prompting Large Language Models for Interview-Based Depression Assessment. - Gaoussou Youssouf Kebe; Jeffrey M. Girard; Einat Liebenthal; Justin T. Baker; Fernando De la Torre; Louis-Philippe Morency (CoRR, 2025)

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset. - Vasu Agrawal; Akinniyi Akinyemi; Kathryn Alvero; Morteza Behrooz; Julia Buffalini; Fabio Maria Carlucci; Joy Chen; Junming Chen; Zhang Chen; Shiyang Cheng; Praveen Chowdary; Joe Chuang; et al. (CoRR, 2025)