Jeffrey F. Cohn

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 76

Top Venues

ICMI

CoRR

ACII

Publications

Itir Önal Ertugrul, Saurabh Hinduja, Maneesh Bilalpur, Daniel S. Messinger, Jeffrey F. Cohn
Expanding PyAFAR: A Novel Privacy-Preserving Infant AU Detector. FG (2024)
Maneesh Bilalpur, Mert Inan, Dorsa Zeinali, Jeffrey F. Cohn, Malihe Alikhani
Learning to Generate Context-Sensitive Backchannel Smiles for Embodied AI Agents with Applications in Mental Health Dialogues. CoRR (2024)
Tara Nourivandi, Saurabh Hinduja, Shivam Srivastava, Jeffrey F. Cohn, Shaun J. Canavan
Mitigating Class Imbalance for Facial Expression Recognition Using SMOTE on Deep Features. FG (2024)
Saurabh Hinduja, Tara Nourivandi, Jeffrey F. Cohn, Shaun J. Canavan
Time to retire F1-binary score for action unit detection. Pattern Recognit. Lett. 182 (2024)
Maneesh Bilalpur, Mert Inan, Dorsa Zeinali, Jeffrey F. Cohn, Malihe Alikhani
Learning to Generate Context-Sensitive Backchannel Smiles for Embodied AI Agents with Applications in Mental Health Dialogues. ML4CMH@AAAI (2024)
Xiaotian Li, Zheng Zhang, Xiang Zhang, Taoyue Wang, Zhihua Li, Huiyuan Yang, Umur A. Ciftci, Qiang Ji, Jeffrey F. Cohn, Lijun Yin
Disagreement Matters: Exploring Internal Diversification for Redundant Attention in Generic Facial Action Analysis. IEEE Trans. Affect. Comput. 15 (2) (2024)
Saurabh Hinduja, Itir Önal Ertugrul, Maneesh Bilalpur, Daniel S. Messinger, Jeffrey F. Cohn
PyAFAR: Python-based Automated Facial Action Recognition library for use in Infants and Adults. ACIIW (2023)
Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jay Fournier, Holly A. Swartz, Jeffrey F. Cohn, Louis-Philippe Morency
Representation Learning for Interpersonal and Multimodal Behavior Dynamics: A Multiview Extension of Latent Change Score Models. ICMI (2023)
Sharifa Alghowinem, Tom Gedeon, Roland Goecke, Jeffrey F. Cohn, Gordon Parker
Interpretation of Depression Detection Models via Feature Selection Methods. IEEE Trans. Affect. Comput. 14 (1) (2023)
Torsten Wörtwein, Nicholas B. Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency
Neural Mixed Effects for Nonlinear Personalized Predictions. ICMI (2023)
Torsten Wörtwein, Nicholas Allen, Lisa B. Sheeber, Randy P. Auerbach, Jeffrey F. Cohn, Louis-Philippe Morency
Neural Mixed Effects for Nonlinear Personalized Predictions. CoRR (2023)
Maneesh Bilalpur, Saurabh Hinduja, Laura A. Cariola, Lisa Sheeber, Nicholas Allen, Louis-Philippe Morency, Jeffrey F. Cohn
SHAP-based Prediction of Mother's History of Depression to Understand the Influence on Child Behavior. ICMI (2023)
Mang Ning, Itir Önal, Daniel S. Messinger, Jeffrey F. Cohn, Albert Ali Salah
Automated Emotional Valence Estimation in Infants with Stochastic and Strided Temporal Sampling. ACII (2023)
Maneesh Bilalpur, Saurabh Hinduja, Laura A. Cariola, Lisa B. Sheeber, Nick Alien, László A. Jeni, Louis-Philippe Morency, Jeffrey F. Cohn
Multimodal Feature Selection for Detecting Mothers' Depression in Dyadic Interactions with their Adolescent Offspring. FG (2023)
Torsten Wörtwein, Lisa Sheeber, Nicholas Allen, Jeffrey F. Cohn, Louis-Philippe Morency
Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions. EMNLP (Findings) (2022)
Maneesh Bilalpur, Saurabh Hinduja, Kenneth Goodrich, Jeffrey F. Cohn
Ballistic Timing of Smiles is Robust to Context, Gender, Ethnicity, and National Differences. ACII (2022)
Laura A. Cariola, Saurabh Hinduja, Maneesh Bilalpur, Lisa B. Sheeber, Nicholas Allen, Louis-Philippe Morency, Jeffrey F. Cohn
Language Use in Mother-Adolescent Dyadic Interaction: Preliminary Results. ACII (2022)
Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jeffrey F. Cohn, Jay Fournier, Holly Swartz, Louis-Philippe Morency
Toward Causal Understanding of Therapist-Client Relationships: A Study of Language Modality and Social Entrainment. ICMI (2022)
Ali Darzi, Nicole R. Provenza, László A. Jeni, David A. Borton, Sameer A. Sheth, Wayne K. Goodman, Jeffrey F. Cohn
Facial Action Units and Head Dynamics in Longitudinal Interviews Reveal OCD and Depression severity and DBS Energy. FG (2021)
Alexandria K. Vail, Jeffrey M. Girard, Lauren M. Bylsma, Jeffrey F. Cohn, Jay Fournier, Holly Swartz, Louis-Philippe Morency
Goals, Tasks, and Bonds: Toward the Computational Assessment of Therapist Versus Client Perception of Working Alliance. FG (2021)
Ognjen Rudovic, Nicolas Tobis, Sebastian Kaltwang, Björn W. Schuller, Daniel Rueckert, Jeffrey F. Cohn, Rosalind W. Picard
Personalized Federated Deep Learning for Pain Estimation From Face Images. CoRR (2021)
Torsten Wörtwein, Lisa B. Sheeber, Nicholas Allen, Jeffrey F. Cohn, Louis-Philippe Morency
Human-Guided Modality Informativeness for Affective States. ICMI (2021)
Koichiro Niinuma, Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni
Systematic Evaluation of Design Choices for Deep Facial Action Coding Across Pose. Frontiers Comput. Sci. 3 (2021)
Koichiro Niinuma, Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni
Synthetic Expressions are Better Than Real for Learning to Detect Facial Actions. WACV (2021)
Itir Önal Ertugrul, Jeffrey F. Cohn, Hamdi Dibeklioglu
Multimodal Interaction in Psychopathology. ICMI (2020)
Nikki Hurst, Caitlyn Clabaugh, Rachel Baynes, Jeffrey F. Cohn, Donna Mitroff, Stefan Scherer
Social and Emotional Skills Training with Embodied Moxie. CoRR (2020)
Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni, Zheng Zhang, Lijun Yin, Qiang Ji
Crossing Domains for AU Coding: Perspectives, Approaches, and Measures. IEEE Trans. Biom. Behav. Identity Sci. 2 (2) (2020)
Koichiro Niinuma, Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni
Synthetic Expressions are Better Than Real for Learning to Detect Facial Actions. CoRR (2020)
Juan P. Wachs, Sergio Escalera, Jeffrey F. Cohn, Albert Ali Salah, Arun Ross
Message from the General and Program Chairs FG 2020. FG (2020)
Yaohan Ding, Itir Önal Ertugrul, Ali Darzi, Nicole R. Provenza, László A. Jeni, David A. Borton, Wayne K. Goodman, Jeffrey F. Cohn
Automated Detection of Optimal DBS Device Settings. ICMI Companion (2020)
Jeffrey M. Girard, Gayatri Shandar, Zhun Liu, Jeffrey F. Cohn, Lijun Yin, Louis-Philippe Morency
Reconsidering the Duchenne Smile: Indicator of Positive Emotion or Artifact of Smile Intensity? ACII (2019)
Mitsunori Ogihara, Zakia Hammal, Katherine B. Martin, Jeffrey F. Cohn, Justine Cassell, Gang Ren, Daniel S. Messinger
Categorical Timeline Allocation and Alignment for Diagnostic Head Movement Tracking Feature Analysis. CVPR Workshops (2019)
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn
Learning facial action units with spatiotemporal cues and multi-label sampling. Image Vis. Comput. 81 (2019)
Rohith Krishnan Pillai, László Attila Jeni, Huiyuan Yang, Zheng Zhang, Lijun Yin, Jeffrey F. Cohn
The 2nd 3D Face Alignment in the Wild Challenge (3DFAW-Video): Dense Reconstruction From Video. ICCV Workshops (2019)
Koichiro Niinuma, László A. Jeni, Itir Önal Ertugrul, Jeffrey F. Cohn
Unmasking the Devil in the Details: What Works for Deep Facial Action Coding? BMVC (2019)
Wenchao Du, Louis-Philippe Morency, Jeffrey F. Cohn, Alan W. Black
Bag-of-Acoustic-Words for Mental Health Assessment: A Deep Autoencoding Approach. INTERSPEECH (2019)
Itir Önal Ertugrul, László A. Jeni, Wanqiao Ding, Jeffrey F. Cohn
AFAR: A Deep Learning Based Tool for Automated Facial Affect Recognition. FG (2019)
Itir Önal Ertugrul, Jeffrey F. Cohn, László A. Jeni, Zheng Zhang, Lijun Yin, Qiang Ji
Cross-domain AU Detection: Domains, Learning Approaches, and Measures. FG (2019)
Shalini Bhatia, Roland Goecke, Zakia Hammal, Jeffrey F. Cohn
Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews. FG (2019)
Attila Schulc, Jeffrey F. Cohn, Jie Shen, Maja Pantic
Automatic Measurement of Visual Attention to Video Content using Deep Learning. MVA (2019)
Mohamed Daoudi, Zakia Hammal, Anis Kacem, Jeffrey F. Cohn
Gram Matrices Formulation of Body Shape Motion: An Application for Depression Severity Assessment. ACII Workshops (2019)
Le Yang, Itir Önal Ertugrul, Jeffrey F. Cohn, Zakia Hammal, Dongmei Jiang, Hichem Sahli
FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection. ACII (2019)
Itir Önal Ertugrul, Le Yang, László A. Jeni, Jeffrey F. Cohn
D-PAttNet: Dynamic Patch-Attentive Deep Network for Action Unit Detection. Frontiers Comput. Sci. 1 (2019)
Itir Önal Ertugrul, László A. Jeni, Jeffrey F. Cohn
PAttNet: Patch-attentive deep network for action unit detection. BMVC (2019)
Mihalis A. Nicolaou, Stefanos Zafeiriou, Irene Kotsia, Guoying Zhao, Jeffrey F. Cohn
Editorial of Special Issue on Human Behaviour Analysis "In-the-Wild". IEEE Trans. Affect. Comput. 10 (1) (2019)
Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante, Georgios Tzimiropoulos, Michel F. Valstar, Maja Pantic, Jeffrey F. Cohn, Takeo Kanade
Guest Editorial: The Computational Face. IEEE Trans. Pattern Anal. Mach. Intell. 40 (11) (2018)
Sergey Tulyakov, László A. Jeni, Jeffrey F. Cohn, Nicu Sebe
Viewpoint-Consistent 3D Face Alignment. IEEE Trans. Pattern Anal. Mach. Intell. 40 (9) (2018)
Jeffrey F. Cohn, László A. Jeni, Itir Önal Ertugrul, Donald Malone, Michael S. Okun, David A. Borton, Wayne K. Goodman
Automated Affect Detection in Deep Brain Stimulation for Obsessive-Compulsive Disorder: A Pilot Study. ICMI (2018)
Itir Önal Ertugrul, László A. Jeni, Jeffrey F. Cohn
FACSCaps: Pose-Independent Facial Action Coding With Capsules. CVPR Workshops (2018)
Anis Kacem, Zakia Hammal, Mohamed Daoudi, Jeffrey F. Cohn
Detecting Depression Severity by Interpretable Representations of Motion Dynamics. FG (2018)
Hamdi Dibeklioglu, Zakia Hammal, Jeffrey F. Cohn
Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding. IEEE J. Biomed. Health Informatics 22 (2) (2018)
Jeffrey M. Girard, Wen-Sheng Chu, László A. Jeni, Jeffrey F. Cohn
Sayette Group Formation Task (GFT) Spontaneous Facial Expression Database. FG (2017)
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn
Selective Transfer Machine for Personalized Facial Expression Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 39 (3) (2017)
Michel F. Valstar, Enrique Sánchez-Lozano, Jeffrey F. Cohn, László A. Jeni, Jeffrey M. Girard, Zheng Zhang, Lijun Yin, Maja Pantic
FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge. FG (2017)
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn
Learning Spatial and Temporal Cues for Multi-Label Facial Action Unit Detection. FG (2017)
Zakia Hammal, Wen-Sheng Chu, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz
Automatic action unit detection in infants using convolutional neural network. ACII (2017)
Michel F. Valstar, Enrique Sánchez-Lozano, Jeffrey F. Cohn, László A. Jeni, Jeffrey M. Girard, Zheng Zhang, Lijun Yin, Maja Pantic
FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge. CoRR (2017)
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Daniel S. Messinger
A Branch-and-Bound Framework for Unsupervised Common Event Discovery. Int. J. Comput. Vis. 123 (3) (2017)
László A. Jeni, Jeffrey F. Cohn, Takeo Kanade
Dense 3D face alignment from 2D video for real-time use. Image Vis. Comput. 58 (2017)
Gábor Szirtes, Javier Orozco, István Petrás, Dániel Szolgay, Ákos Utasi, Jeffrey F. Cohn
Behavioral cues help predict impact of advertising on future sales. Image Vis. Comput. 65 (2017)
Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn
Modeling Spatial and Temporal Cues for Multi-label Facial Action Unit Detection. CoRR (2016)
Ciprian Adrian Corneanu, Marc Oliu Simon, Jeffrey F. Cohn, Sergio Escalera Guerrero
Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications. IEEE Trans. Pattern Anal. Mach. Intell. 38 (8) (2016)
Stefanos Zafeiriou, Guoying Zhao, Matti Pietikäinen, Rama Chellappa, Irene Kotsia, Jeffrey F. Cohn
Editorial of special issue on spontaneous facial behaviour analysis. Comput. Vis. Image Underst. 147 (2016)
Marc Oliu, Ciprian A. Corneanu, László A. Jeni, Jeffrey F. Cohn, Takeo Kanade, Sergio Escalera
Continuous Supervised Descent Method for Facial Landmark Localisation. ACCV (2) (2016)
Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Honggang Zhang
Joint Patch and Multi-label Learning for Facial Action Unit and Holistic Expression Recognition. IEEE Trans. Image Process. 25 (8) (2016)
Sergey Tulyakov, Xavier Alameda-Pineda, Elisa Ricci, Lijun Yin, Jeffrey F. Cohn, Nicu Sebe
Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions. CVPR (2016)
László A. Jeni, Sergey Tulyakov, Lijun Yin, Nicu Sebe, Jeffrey F. Cohn
The First 3D Face Alignment in the Wild (3DFAW) Challenge. ECCV Workshops (2) (2016)
Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Zhang Xiong
Confidence Preserving Machine for Facial Action Unit Detection. IEEE Trans. Image Process. 25 (10) (2016)
Mohamed Chetouani, Jeffrey F. Cohn, Albert Ali Salah
Seventh International Workshop on Human Behavior Understanding (HBU 2016). ACM Multimedia (2016)
Robert Walecki, Ognjen Rudovic, Maja Pantic, Vladimir Pavlovic, Jeffrey F. Cohn
A Framework for Joint Estimation and Guided Annotation of Facial Action Unit Intensity. CVPR Workshops (2016)
László A. Jeni, Jeffrey F. Cohn
Person-Independent 3D Gaze Estimation Using Face Frontalization. CVPR Workshops (2016)
Zheng Zhang, Jeffrey M. Girard, Yue Wu, Xing Zhang, Peng Liu, Umur A. Ciftci, Shaun J. Canavan, Michael Reale, Andrew Horowitz, Huiyuan Yang, Jeffrey F. Cohn, Qiang Ji, Lijun Yin
Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis. CVPR (2016)
Xiaoyu Ding, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Qiao Wang
Cascade of Tasks for facial expression analysis. Image Vis. Comput. 51 (2016)
Sharifa Alghowinem, Roland Goecke, Julien Epps, Michael Wagner, Jeffrey F. Cohn
Cross-Cultural Depression Recognition from Vocal Biomarkers. INTERSPEECH (2016)
Zoltán Tosér, László A. Jeni, András Lörincz, Jeffrey F. Cohn
Deep Learning for Facial Action Unit Detection Under Large Head Poses. ECCV Workshops (3) (2016)
Ciprian A. Corneanu, Marc Oliu, Jeffrey F. Cohn, Sergio Escalera
Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-related Applications. CoRR (2016)
Zakia Hammal, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz
What can head and facial movements convey about positive and negative affect? ACII (2015)
Fernando De la Torre, Wen-Sheng Chu, Xuehan Xiong, Francisco Vicente, Xiaoyu Ding, Jeffrey F. Cohn
IntraFace. FG (2015)
László A. Jeni, Jeffrey F. Cohn, Takeo Kanade
Dense 3D face alignment from 2D videos in real-time. FG (2015)
Mohamed Chetouani, Giovanna Varni, Hanan Salam, Zakia Hammal, Jeffrey F. Cohn
The First International Workshop on Modeling INTERPersonal SynchrONy (INTERPERSONAL 2015). INTERPERSONAL@ICMI (2015)
Sharifa Alghowinem, Roland Goecke, Jeffrey F. Cohn, Michael Wagner, Gordon Parker, Michael Breakspear
Cross-cultural detection of depression from nonverbal behaviour. FG (2015)
Jeffrey M. Girard, Jeffrey F. Cohn, Fernando De la Torre
Estimating smile intensity: A better way. Pattern Recognit. Lett. 66 (2015)
László A. Jeni, Jeffrey M. Girard, Jeffrey F. Cohn, Takeo Kanade
Real-time dense 3D face alignment from 2D video with automatic facial action unit coding. FG (2015)
Zakia Hammal, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz
Automatic Measurement of Head and Facial Movement for Analysis and Detection of Infants' Positive and Negative Affect. Frontiers ICT 2 (2015)
Jeffrey M. Girard, Jeffrey F. Cohn, László A. Jeni, Simon Lucey, Fernando De la Torre
How much training data for facial action unit detection? FG (2015)
Daniel J. McDuff, Rana El Kaliouby, Jeffrey F. Cohn, Rosalind W. Picard
Predicting Ad Liking and Purchase Intent: Large-Scale Analysis of Facial Responses to Ads. IEEE Trans. Affect. Comput. 6 (3) (2015)
Michel François Valstar, Timur R. Almaev, Jeffrey M. Girard, Gary McKeown, Marc Mehu, Lijun Yin, Maja Pantic, Jeffrey F. Cohn
FERA 2015 - second Facial Expression Recognition and Analysis challenge. FG (2015)
Wen-Sheng Chu, Jiabei Zeng, Fernando De la Torre, Jeffrey F. Cohn, Daniel S. Messinger
Unsupervised Synchrony Discovery in Human Interaction. ICCV (2015)
Hamdi Dibeklioglu, Zakia Hammal, Ying Yang, Jeffrey F. Cohn
Multimodal Detection of Depression in Clinical Interviews. ICMI (2015)
Xing Zhang, Lijun Yin, Jeffrey F. Cohn
Three dimensional binary edge feature representation for pain expression analysis. FG (2015)
Zakia Hammal, Jeffrey F. Cohn, Daniel S. Messinger
Head Movement Dynamics during Play and Perturbed Mother-Infant Interaction. IEEE Trans. Affect. Comput. 6 (4) (2015)
Alessandro Vinciarelli, Anna Esposito, Elisabeth André, Francesca Bonin, Mohamed Chetouani, Jeffrey F. Cohn, Marco Cristani, Ferdinand Fuhrmann, Emer Gilmartin, Zakia Hammal, Dirk Heylen, Rene Kaiser, Maria Koutsombogera, Alexandros Potamianos, Steve Renals, Giuseppe Riccardi, Albert Ali Salah
Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions. Cogn. Comput. 7 (4) (2015)
Jiabei Zeng, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Zhang Xiong
Confidence Preserving Machine for Facial Action Unit Detection. ICCV (2015)
Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Honggang Zhang
Joint patch and multi-label learning for facial action unit detection. CVPR (2015)
Michel F. Valstar, Gary McKeown, Marc Mehu, Lijun Yin, Maja Pantic, Jeffrey F. Cohn
FERA 2014 chairs' welcome. FG (2015)
László A. Jeni, András Lörincz, Zoltán Szabó, Jeffrey F. Cohn, Takeo Kanade
Spatio-temporal Event Classification Using Time-Series Kernel Based Structured Sparsity. ECCV (4) (2014)
Laura C. Trutoiu, Elizabeth J. Carter, Nancy S. Pollard, Jeffrey F. Cohn, Jessica K. Hodgins
Spatial and Temporal Linearities in Posed and Spontaneous Smiles. ACM Trans. Appl. Percept. 11 (3) (2014)
Stefan Scherer, Zakia Hammal, Ying Yang, Louis-Philippe Morency, Jeffrey F. Cohn
Dyadic Behavior Analysis in Depression Severity Assessment Interviews. ICMI (2014)
Zakia Hammal, Jeffrey F. Cohn, David Ted George
Interpersonal Coordination of HeadMotion in Distressed Couples. IEEE Trans. Affect. Comput. 5 (2) (2014)
Zakia Hammal, Jeffrey F. Cohn
Towards Multimodal Pain Assessment for Research and Clinical Use. RFMIR@ICMI (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jeffrey F. Cohn