Robust adaptive window matching by homogeneity constraint and integration of descriptions. - Stefan Scherer; Wilfried Andexer; Axel Pinz (ICPR, 1998)

A Vision Driven Automatic Assembly Unit. - Gernot Bachler; Martin Berger; Reinhard Röhrer; Stefan Scherer; Axel Pinz (CAIP, 1999)

Subpixel Stereo Matching by Robust Estimation of Local Distortion Using Gabor Filters. - Peter Werth; Stefan Scherer; Axel Pinz (CAIP, 1999)

The Discriminatory Power of Ordinal Measures - Towards a New Coefficient. - Stefan Scherer; Axel Pinz; Peter Werth (CVPR, 1999)

3D Model Based Pose Determination in Real-Time: Strategies, Convergence, Accurac. - Martin Berger; Thomas Auer; Gernot Bachler; Stefan Scherer; Axel Pinz (ICPR, 2000)

A Novel Bidirectional Framework for Control and Refinement of Area Based Correlation Techniques. - Peter Werth; Stefan Scherer (ICPR, 2000)

Vision Guided Bin Picking and Mounting in a Flexible Assembly Cell. - Martin Berger; Gernot Bachler; Stefan Scherer (IEA/AIE, 2000)

Fitting 3D Models To 2D Imagery: A Physics Based Approach. - Martin Berger; Vassili Kravtchenko-Berejnoi; Stefan Scherer (MVA, 2000)

Wizard-of-Oz Data Collection for Perception and Interaction in Multi-User Environments. - Petra-Maria Strauß; Holger Hoffmann; Wolfgang Minker; Heiko Neumann; Günther Palm; Stefan Scherer; Friedhelm Schwenker; Harald C. Traue; Welf Walter; Ulrich Weidenbacher (LREC, 2006)

A Novel Feature for Emotion Recognition in Voice Based Applications. - Hari Krishna Maganti; Stefan Scherer; Günther Palm (ACII, 2007)

Fuzzy-Input Fuzzy-Output One-Against-All Support Vector Machines. - Christian Thiel 002; Stefan Scherer; Friedhelm Schwenker (KES (3), 2007)

Real-Time Emotion Recognition from Speech Using Echo State Networks. - Stefan Scherer; Mohamed Oubbati; Friedhelm Schwenker; Günther Palm (ANNPR, 2008)

Emotion Recognition from Speech: Stress Experiment. - Stefan Scherer; Hansjörg Hofmann; Malte Lampmann; Martin Pfeil; Steffen Rhinow; Friedhelm Schwenker; Günther Palm (LREC, 2008)

A Flexible Wizard of Oz Environment for Rapid Prototyping. - Stefan Scherer; Petra-Maria Strauß (LREC, 2008)

The PIT Corpus of German Multi-Party Dialogues. - Petra-Maria Strauß; Holger Hoffmann; Wolfgang Minker; Heiko Neumann; Günther Palm; Stefan Scherer; Harald C. Traue; Ulrich Weidenbacher (LREC, 2008)

Real-Time Emotion Recognition Using Echo State Networks. - Stefan Scherer; Mohamed Oubbati; Friedhelm Schwenker; Günther Palm (PIT, 2008)

Emotion Recognition from Speech Using Multi-Classifier Systems and RBF-Ensembles. - Stefan Scherer; Friedhelm Schwenker; Günther Palm (Speech, Audio, Image and Biomedical Signal Processing using Neural Networks, 2008)

Multimodal Laughter Detection in Natural Discourses. - Stefan Scherer; Friedhelm Schwenker; Nick Campbell 001; Günther Palm (Human Centered Robot Systems, Cognition, Interaction, Technology, 2009)

Multimodal real-time conversation analysis using a novel process engine. - Stefan Scherer; Volker Fritzsch; Friedhelm Schwenker (ACII, 2009)

The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech. - Friedhelm Schwenker; Stefan Scherer; Yasmine M. Magdi; Günther Palm (ICANN (1), 2009)

Maximum Echo-State-Likelihood Networks for Emotion Recognition. - Edmondo Trentin; Stefan Scherer; Friedhelm Schwenker (ANNPR, 2010)

Towards the Automatic Detection of Involvement in Conversation. - Catharine Oertel; Céline De Looze; Stefan Scherer; Andreas Windmann; Petra Wagner; Nick Campbell 001 (COST 2102 Conference, 2010)

Comparing measures of synchrony and alignment in dialogue speech timing with respect to turn-taking activity. - Nick Campbell 001; Stefan Scherer (INTERSPEECH, 2010)

It takes two to tango - assessing the impact of delay on conversational interactivity on perceived speech quality. - Sebastian Egger; Raimund Schatz; Stefan Scherer (INTERSPEECH, 2010)

An Open Source Process Engine Framework for Realtime Pattern Recognition and Information Fusion Tasks. - Volker Fritzsch; Stefan Scherer; Friedhelm Schwenker (LREC, 2010)

Developing an Expressive Speech Labeling Tool Incorporating the Temporal Characteristics of Emotion. - Stefan Scherer; Ingo Siegert; Lutz Bigalke; Sascha Meudt (LREC, 2010)

Evaluation of the PIT Corpus Or What a Difference a Face Makes? - Petra-Maria Strauß; Stefan Scherer; Georg Layher; Holger Hoffmann (LREC, 2010)

Multiple Classifier Systems for the Recogonition of Human Emotions. - Friedhelm Schwenker; Stefan Scherer; Miriam Schmidt; Martin Schels; Michael Glodek (MCS, 2010)

Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. - Michael Glodek; Stephan Tschechne; Georg Layher; Martin Schels; Tobias Brosch; Stefan Scherer; Markus Kächele; Miriam Schmidt; Heiko Neumann; Günther Palm; Friedhelm Schwenker (ACII (2), 2011)

How Low Level Observations Can Help to Reveal the User's State in HCI. - Stefan Scherer; Martin Schels; Günther Palm (ACII (2), 2011)

Social Signal Processing in Companion Systems - Challenges Ahead. - Georg Layher; Heiko Neumann; Stefan Scherer; Stephan Tschechne; Tobias Brosch; Cristóbal Curio (GI-Jahrestagung, 2011)

Multimodal Emotion Classification in Naturalistic User Behavior. - Steffen Walter 001; Stefan Scherer; Martin Schels; Michael Glodek; David Hrabal; Miriam Schmidt; Ronald Böck; Kerstin Limbrecht; Harald C. Traue; Friedhelm Schwenker (HCI (3), 2011)

Conditioned Hidden Markov Model Fusion for Multimodal Classification. - Michael Glodek; Stefan Scherer; Friedhelm Schwenker (INTERSPEECH, 2011)

On the Use of Multimodal Cues for the Prediction of Degrees of Involvement in Spontaneous Conversation. - Catharine Oertel; Stefan Scherer; Nick Campbell 001 (INTERSPEECH, 2011)

Studying Self- and Active-Training Methods for Multi-feature Set Emotion Recognition. - José Esparza; Stefan Scherer; Friedhelm Schwenker (PSL, 2011)

Analyzing the user's state in HCI: from crisp emotions to conversational dispositions. - Stefan Scherer (2011)

Detecting a targeted voice style in an audiobook using voice quality features. - Éva Székely; John Kane 002; Stefan Scherer; Christer Gobl; Julie Carson-Berndsen (ICASSP, 2012)

Step-wise emotion recognition using concatenated-HMM. - Derya Ozkan; Stefan Scherer; Louis-Philippe Morency (ICMI, 2012)

1st international workshop on multimodal learning analytics: extended abstract. - Stefan Scherer; Marcelo Worsley; Louis-Philippe Morency (ICMI, 2012)

Automatic emotion classification vs. human perception: Comparing machine performance to the human benchmark. - José Esparza; Stefan Scherer; André Brechmann; Friedhelm Schwenker (ISSPA, 2012)

Perception Markup Language: Towards a Standardized Representation of Perceived Nonverbal Behaviors. - Stefan Scherer; Stacy Marsella; Giota Stratou; Yuyu Xu; Fabrizio Morbini; Alesia Egan; Albert A. Rizzo; Louis-Philippe Morency (IVA, 2012)

An audiovisual political speech analysis incorporating eye-tracking and perception data. - Stefan Scherer; Georg Layher; John Kane 002; Heiko Neumann; Nick Campbell 001 (LREC, 2012)

The Effect of Fuzzy Training Targets on Voice Quality Classification. - Stefan Scherer; John Kane 002; Christer Gobl; Friedhelm Schwenker (MPRSS, 2012)

Vers un mesure automatique de l'adaptation prosodique en interaction conversationnelle (Automatic measurement of prosodic accommodation in conversational interaction) [in French]. - Céline De Looze; Stefan Scherer; Brian Vaughan; Nick Campbell 001 (JEP-TALN-RECITAL 2012, 2012)

Investigating the influence of virtual peers as dialect models on students' prosodic inventory. - Samantha L. Finkelstein; Stefan Scherer; Amy Ogan; Louis-Philippe Morency; Justine Cassell (WOCCI, 2012)

A generic framework for the inference of user states in human computer interaction. - Stefan Scherer; Michael Glodek; Georg Layher; Martin Schels; Miriam Schmidt; Tobias Brosch; Stephan Tschechne; Friedhelm Schwenker; Heiko Neumann; Günther Palm (J. Multimodal User Interfaces, 2012)

Spotting laughter in natural multiparty conversations: A comparison of automatic online and offline approaches using audiovisual data. - Stefan Scherer; Michael Glodek; Friedhelm Schwenker; Nick Campbell 001; Günther Palm (ACM Trans. Interact. Intell. Syst., 2012)

Mutual Behaviors during Dyadic Negotiation: Automatic Prediction of Respondent Reactions. - Sunghyun Park 001; Stefan Scherer; Jonathan Gratch; Peter J. Carnevale; Louis-Philippe Morency (ACII, 2013)

Automatic Nonverbal Behavior Indicators of Depression and PTSD: Exploring Gender Differences. - Giota Stratou; Stefan Scherer; Jonathan Gratch; Louis-Philippe Morency (ACII, 2013)

Towards higher quality character performance in previz. - Stacy Marsella; Ari Shapiro; Andrew W. Feng; Yuyu Xu; Margaux Lhommet; Stefan Scherer (DigiPro, 2013)

Automatic behavior descriptors for psychological disorder analysis. - Stefan Scherer; Giota Stratou; Marwa Mahmoud; Jill Boberg; Jonathan Gratch; Albert A. Rizzo; Louis-Philippe Morency (FG, 2013)

Speaker and language independent voice quality classification applied to unlabelled corpora of expressive speech. - John Kane 002; Stefan Scherer; Matthew P. Aylett; Louis-Philippe Morency; Christer Gobl (ICASSP, 2013)

Investigating the speech characteristics of suicidal adolescents. - Stefan Scherer; John Pestian; Louis-Philippe Morency (ICASSP, 2013)

ICMI 2013 grand challenge workshop on multimodal learning analytics. - Louis-Philippe Morency; Sharon L. Oviatt; Stefan Scherer; Nadir Weibel; Marcelo Worsley (ICMI, 2013)

Audiovisual behavior descriptors for depression assessment. - Stefan Scherer; Giota Stratou; Louis-Philippe Morency (ICMI, 2013)

A comparative study of glottal open quotient estimation techniques. - John Kane 002; Stefan Scherer; Louis-Philippe Morency; Christer Gobl (INTERSPEECH, 2013)

Prediction of strategy and outcome as negotiation unfolds by using basic verbal and behavioral features. - Elnaz Nouri; Sunghyun Park 001; Stefan Scherer; Jonathan Gratch; Peter J. Carnevale; Louis-Philippe Morency; David R. Traum (INTERSPEECH, 2013)

Investigating voice quality as a speaker-independent indicator of depression and PTSD. - Stefan Scherer; Giota Stratou; Jonathan Gratch; Louis-Philippe Morency (INTERSPEECH, 2013)

Cicero - Towards a Multimodal Virtual Audience Platform for Public Speaking Training. - Ligia Maria Batrinca; Giota Stratou; Ari Shapiro; Louis-Philippe Morency; Stefan Scherer (IVA, 2013)

User-State Sensing for Virtual Health Agents and TeleHealth Applications. - Jonathan Gratch; Louis-Philippe Morency; Stefan Scherer; Giota Stratou; Jill Boberg; Sebastian Koenig; Todd Adamson; Albert A. Rizzo (MMVR, 2013)

Virtual character performance from speech. - Stacy Marsella; Yuyu Xu; Margaux Lhommet; Andrew W. Feng; Stefan Scherer; Ari Shapiro (Symposium on Computer Animation, 2013)

Verbal indicators of psychological distress in interactive dialogue with a virtual human. - David DeVault; Kallirroi Georgila; Ron Artstein; Fabrizio Morbini; David R. Traum; Stefan Scherer; Albert Skip Rizzo; Louis-Philippe Morency (SIGDIAL Conference, 2013)

Investigating fuzzy-input fuzzy-output support vector machines for robust voice quality classification. - Stefan Scherer; John Kane 002; Christer Gobl; Friedhelm Schwenker (Comput. Speech Lang., 2013)

On the discovery of events in EEG data utilizing information fusion. - Martin Schels; Stefan Scherer; Michael Glodek; Hans A. Kestler; Günther Palm; Friedhelm Schwenker (Comput. Stat., 2013)

An interactive virtual audience platform for public speaking training. - Mathieu Chollet; Giota Stratou; Ari Shapiro; Louis-Philippe Morency; Stefan Scherer (AAMAS, 2014)

SimSensei kiosk: a virtual human interviewer for healthcare decision support. - David DeVault; Ron Artstein; Grace Benn; Teresa Dey; Edward Fast; Alesia Gainer; Kallirroi Georgila; Jonathan Gratch; Arno Hartholt; Margaux Lhommet; Gale M. Lucas; Stacy Marsella; et al. (AAMAS, 2014)

Context-based signal descriptors of heart-rate variability for anxiety assessment. - Moitreya Chatterjee; Giota Stratou; Stefan Scherer; Louis-Philippe Morency (ICASSP, 2014)

COVAREP - A collaborative voice analysis repository for speech technologies. - Gilles Degottex; John Kane 002; Thomas Drugman; Tuomo Raitio; Stefan Scherer (ICASSP, 2014)

Dyadic Behavior Analysis in Depression Severity Assessment Interviews. - Stefan Scherer; Zakia Hammal; Ying Yang 007; Louis-Philippe Morency; Jeffrey F. Cohn (ICMI, 2014)

The Distress Analysis Interview Corpus of human and computer interviews. - Jonathan Gratch; Ron Artstein; Gale M. Lucas; Giota Stratou; Stefan Scherer; Angela Nazarian; Rachel Wood; Jill Boberg; David DeVault; Stacy Marsella; David R. Traum; Skip Rizzo; et al. (LREC, 2014)

Adolescent suicidal risk assessment in clinician-patient interaction: A study of verbal and acoustic behaviors. - Verena Venek; Stefan Scherer; Louis-Philippe Morency; Albert A. Rizzo; John Pestian (SLT, 2014)

Automatic audiovisual behavior descriptors for psychological disorder analysis. - Stefan Scherer; Giota Stratou; Gale M. Lucas; Marwa Mahmoud; Jill Boberg; Jonathan Gratch; Albert A. Rizzo; Louis-Philippe Morency (Image Vis. Comput., 2014)

Investigating automatic measurements of prosodic accommodation and its dynamics in social interaction. - Céline De Looze; Stefan Scherer; Brian Vaughan; Nick Campbell 001 (Speech Commun., 2014)

SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications. - Louis-Philippe Morency; Giota Stratou; David DeVault; Arno Hartholt; Margot Lhommet; Gale M. Lucas; Fabrizio Morbini; Kallirroi Georgila; Stefan Scherer; Jonathan Gratch; Stacy Marsella; David R. Traum; et al. (AAAI, 2015)

A multi-label convolutional neural network approach to cross-domain action unit detection. - Sayan Ghosh 004; Eugene Laksana; Stefan Scherer; Louis-Philippe Morency (ACII, 2015)

Towards an affective interface for assessment of psychological distress. - Gale M. Lucas; Jonathan Gratch; Stefan Scherer; Jill Boberg; Giota Stratou (ACII, 2015)

A demonstration of the perception system in SimSensei, a virtual human application for healthcare interviews. - Giota Stratou; Louis-Philippe Morency; David DeVault; Arno Hartholt; Edward Fast; Margaux Lhommet; Gale M. Lucas; Fabrizio Morbini; Kallirroi Georgila; Stefan Scherer; Jonathan Gratch; Stacy Marsella; et al. (ACII, 2015)

Automatic assessment and analysis of public speaking anxiety: A virtual audience case study. - Torsten Wörtwein; Louis-Philippe Morency; Stefan Scherer (ACII, 2015)

Exploring feedback strategies to improve public speaking: an interactive virtual audience framework. - Mathieu Chollet; Torsten Wörtwein; Louis-Philippe Morency; Ari Shapiro; Stefan Scherer (UbiComp, 2015)

Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis. - Stefan Scherer; Louis-Philippe Morency; Jonathan Gratch; John Pestian (ICASSP, 2015)

Acoustic and para-verbal indicators of persuasiveness in social multimedia. - Han Suk Shim; Sunghyun Park 001; Moitreya Chatterjee; Stefan Scherer; Kenji Sagae; Louis-Philippe Morency (ICASSP, 2015)

Combining Two Perspectives on Classifying Multimodal Data for Recognizing Speaker Traits. - Moitreya Chatterjee; Sunghyun Park 001; Louis-Philippe Morency; Stefan Scherer (ICMI, 2015)

Public Speaking Training with a Multimodal Interactive Virtual Audience Framework. - Mathieu Chollet; Kalin Stefanov; Helmut Prendinger; Stefan Scherer (ICMI, 2015)

Exploring Behavior Representation for Learning Analytics. - Marcelo Worsley; Stefan Scherer; Louis-Philippe Morency; Paulo Blikstein (ICMI, 2015)

Multimodal Public Speaking Performance Assessment. - Torsten Wörtwein; Mathieu Chollet; Boris Schauerte; Louis-Philippe Morency; Rainer Stiefelhagen; Stefan Scherer (ICMI, 2015)

A Multimodal Predictive Model of Successful Debaters or How I Learned to Sway Votes. - Maarten Brilman; Stefan Scherer (ACM Multimedia, 2015)

Learning Representations of Affect from Speech. - Sayan Ghosh 004; Eugene Laksana; Louis-Philippe Morency; Stefan Scherer (CoRR, 2015)

Automatic nonverbal behavior indicators of depression and PTSD: the effect of gender. - Giota Stratou; Stefan Scherer; Jonathan Gratch; Louis-Philippe Morency (J. Multimodal User Interfaces, 2015)

Preface of pattern recognition in human computer interaction. - Friedhelm Schwenker; Stefan Scherer; Louis-Philippe Morency (Pattern Recognit. Lett., 2015)

Emotion recognition from speech signals via a probabilistic echo-state network. - Edmondo Trentin; Stefan Scherer; Friedhelm Schwenker (Pattern Recognit. Lett., 2015)

A review of depression and suicide risk assessment using speech analysis. - Nicholas Cummins; Stefan Scherer; Jarek Krajewski; Sebastian Schnieder; Julien Epps; Thomas F. Quatieri (Speech Commun., 2015)

I Can Already Guess Your Answer: Predicting Respondent Reactions during Dyadic Negotiation. - Sunghyun Park 001; Stefan Scherer; Jonathan Gratch; Peter J. Carnevale; Louis-Philippe Morency (IEEE Trans. Affect. Comput., 2015)

An unsupervised approach to glottal inverse filtering. - Sayan Ghosh 004; Eugene Laksana; Louis-Philippe Morency; Stefan Scherer (EUSIPCO, 2016)

Native vs. non-native language fluency implications on multimodal interaction for interpersonal skills training. - Mathieu Chollet; Helmut Prendinger; Stefan Scherer (ICMI, 2016)

Getting to know you: a multimodal investigation of team behavior and resilience to stress. - Catherine Neubauer; Joshua Woolley; Peter Khooshabeh; Stefan Scherer (ICMI, 2016)

Representation Learning for Speech Emotion Recognition. - Sayan Ghosh 004; Eugene Laksana; Louis-Philippe Morency; Stefan Scherer (INTERSPEECH, 2016)

An Architecture for Biologically Grounded Real-Time Reflexive Behavior. - Ulysses Bernardet; Mathieu Chollet; Steve DiPaola; Stefan Scherer (IVA, 2016)

Manipulating the Perception of Virtual Audiences Using Crowdsourced Behaviors. - Mathieu Chollet; Nithin Chandrashekhar; Ari Shapiro; Louis-Philippe Morency; Stefan Scherer (IVA, 2016)

A Multimodal Corpus for the Assessment of Public Speaking Ability and Anxiety. - Mathieu Chollet; Torsten Wörtwein; Louis-Philippe Morency; Stefan Scherer (LREC, 2016)

AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge. - Michel F. Valstar; Jonathan Gratch; Björn W. Schuller; Fabien Ringeval; Denis Lalanne; Mercedes Torres; Stefan Scherer; Giota Stratou; Roddy Cowie; Maja Pantic (AVEC@ACM Multimedia, 2016)

Automatic Behavior Analysis During a Clinical Interview with a Virtual Human. - Albert A. Rizzo; Gale M. Lucas; Jonathan Gratch; Giota Stratou; Louis-Philippe Morency; Kenneth Chavez; Russ Shilling; Stefan Scherer (MMVR, 2016)

Multimodal Behavior Analytics for Interactive Technologies. - Stefan Scherer (Künstliche Intell., 2016)

Self-Reported Symptoms of Depression and PTSD Are Associated with Reduced Vowel Space in Screening Interviews. - Stefan Scherer; Gale M. Lucas; Jonathan Gratch; Albert Skip Rizzo; Louis-Philippe Morency (IEEE Trans. Affect. Comput., 2016)

Manual and automatic measures confirm - Intranasal oxytocin increases facial expressivity. - Catherine Neubauer; Sharon Mozgai; Brandon Chuang; Joshua Woolley; Stefan Scherer (ACII, 2017)

Comparing models for gesture recognition of children's bullying behaviors. - Michael Tsang; Vadim Korolik; Stefan Scherer; Maja J. Mataric (ACII, 2017)

What really matters - An information gain analysis of questions and reactions in automated PTSD screenings. - Torsten Wörtwein; Stefan Scherer (ACII, 2017)

A Cross-modal Review of Indicators for Depression Detection Systems. - Michelle Renee Morales; Stefan Scherer; Rivka Levitan (CLPsych@ACL, 2017)

Affect-LM: A Neural Language Model for Customizable Affective Text Generation. - Sayan Ghosh 004; Mathieu Chollet; Eugene Laksana; Louis-Philippe Morency; Stefan Scherer (ACL (1), 2017)

Assessing Public Speaking Ability from Thin Slices of Behavior. - Mathieu Chollet; Stefan Scherer (FG, 2017)

Learning representations of emotional speech with deep convolutional generative adversarial networks. - Jonathan Chang; Stefan Scherer (ICASSP, 2017)

The relationship between task-induced stress, vocal changes, and physiological state during a dyadic team task. - Catherine Neubauer; Mathieu Chollet; Sharon Mozgai; Mark Dennison; Peter Khooshabeh; Stefan Scherer (ICMI, 2017)

OpenMM: An Open-Source Multimodal Feature Extraction Tool. - Michelle Renee Morales; Stefan Scherer; Rivka Levitan (INTERSPEECH, 2017)

Racing Heart and Sweaty Palms - What Influences Users' Self-Assessments and Physiological Signals When Interacting with Virtual Audiences? - Mathieu Chollet; Talie Massachi; Stefan Scherer (IVA, 2017)

AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Jonathan Gratch; Roddy Cowie; Stefan Scherer; Sharon Mozgai; Nicholas Cummins; Maximilian Schmitt; Maja Pantic (AVEC@ACM Multimedia, 2017)

Perception of Virtual Audiences. - Mathieu Chollet; Stefan Scherer (IEEE Computer Graphics and Applications, 2017)

Reporting Mental Health Symptoms: Breaking Down Barriers to Care with Virtual Human Interviewers. - Gale M. Lucas; Albert A. Rizzo; Jonathan Gratch; Stefan Scherer; Giota Stratou; Jill Boberg; Louis-Philippe Morency (Frontiers Robotics AI, 2017)

Guest Editorial: Towards Machines Able to Deal with Laughter. - Maurizio Mancini; Radoslaw Niewiadomski; Shuji Hashimoto; Mary Ellen Foster; Stefan Scherer; Gualtiero Volpe (IEEE Trans. Affect. Comput., 2017)

Adolescent Suicidal Risk Assessment in Clinician-Patient Interaction. - Verena Venek; Stefan Scherer; Louis-Philippe Morency; Albert Skip Rizzo; John Pestian (IEEE Trans. Affect. Comput., 2017)

Multimodal assessment of depression from behavioral signals. - Jeffrey F. Cohn; Nicholas Cummins; Julien Epps; Roland Goecke; Jyoti Joshi; Stefan Scherer (The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2), 2018)

What type of happiness are you looking for? - A closer look at detecting mental health from language. - Alina Arseniev-Koehler; Sharon Mozgai; Stefan Scherer (CLPsych@NAACL-HTL, 2018)

A Linguistically-Informed Fusion Approach for Multimodal Depression Detection. - Michelle Renee Morales; Stefan Scherer; Rivka Levitan (CLPsych@NAACL-HTL, 2018)

A Generic Platform for Training Social Skills with Adaptative Virtual Agents. - Mathieu Chollet; Pranav Ghate; Stefan Scherer (AAMAS, 2018)

NADiA - Towards Neural Network Driven Virtual Human Conversation Agents. - Jason Wu 001; Sayan Ghosh 004; Mathieu Chollet; Steven Ly; Sharon Mozgai; Stefan Scherer (AAMAS, 2018)

Modeling Temporality of Human Intentions by Domain Adaptation. - Xiaolei Huang 002; Lixing Liu; Kate B. Carey; Joshua Woolley; Stefan Scherer; Brian Borsari (EMNLP, 2018)

Towards Learning Nuisance-Free Representations of Speech. - Lixing Liu; Sayan Ghosh 004; Stefan Scherer (ICASSP, 2018)

Multimodal Analysis of Client Behavioral Change Coding in Motivational Interviewing. - Chanuwas Aswamenakul; Lixing Liu; Kate B. Carey; Joshua Woolley; Stefan Scherer; Brian Borsari (ICMI, 2018)

Influence of Individual Differences when Training Public Speaking with Virtual Audiences. - Mathieu Chollet; Pranav Ghate; Catherine Neubauer; Stefan Scherer (IVA, 2018)

NADiA: Neural Network Driven Virtual Human Conversation Agents. - Jason Wu 001; Sayan Ghosh 004; Mathieu Chollet; Steven Ly; Sharon Mozgai; Stefan Scherer (IVA, 2018)

Unfolding the External Behavior and Inner Affective State of Teammates through Ensemble Learning: Experimental Evidence from a Dyadic Team Corpus. - Aggeliki Vlachostergiou; Mark Dennison; Catherine Neubauer; Stefan Scherer; Peter Khooshabeh; Andre V. Harrison (LREC, 2018)

A steady-state precipitation model for flowsheet simulation and its application. - Hendrik Rehage; Stefan Scherer; Matthias Kind (Comput. Chem. Eng., 2019)

Multimodal Automatic Coding of Client Behavior in Motivational Interviewing. - Leili Tavabi; Kalin Stefanov; Larry Zhang; Brian Borsari; Joshua D. Woolley; Stefan Scherer; Mohammad Soleymani 001 (ICMI, 2020)

Social and Emotional Skills Training with Embodied Moxie. - Nikki Hurst; Caitlyn Clabaugh; Rachel Baynes; Jeffrey F. Cohn; Donna Mitroff; Stefan Scherer (CoRR, 2020)

Speech Behavioral Markers Align on Symptom Factors in Psychological Distress. - Larry Zhang; Jacek Kolacz; Albert A. Rizzo; Stefan Scherer; Mohammad Soleymani 001 (ACII, 2022)

Training public speaking with virtual social interactions: effectiveness of real-time feedback and delayed feedback. - Mathieu Chollet; Stacy Marsella; Stefan Scherer (J. Multimodal User Interfaces, 2022)

Development and Cross-Cultural Evaluation of a Scoring Algorithm for the Biometric Attachment Test: Overcoming the Challenges of Multimodal Fusion with "Small Data". - Federico Parra; Stefan Scherer; Yannick Benezeth; Plamena Tsvetanova; Susana Tereno (IEEE Trans. Affect. Comput., 2022)

Therapist Empathy Assessment in Motivational Interviews. - Leili Tavabi; Trang Tran 001; Brian Borsari; Joannalyn Delacruz; Joshua D. Woolley; Stefan Scherer; Mohammad Soleymani 001 (ACII, 2023)

Improving Selective Visual Question Answering by Learning from Your Peers. - Corentin Dancette; Spencer Whitehead; Rishabh Maheshwary; Ramakrishna Vedantam; Stefan Scherer; Xinlei Chen; Matthieu Cord; Marcus Rohrbach (CVPR, 2023)

Multimodal Analysis and Assessment of Therapist Empathy in Motivational Interviews. - Trang Tran 001; Yufeng Yin 002; Leili Tavabi; Joannalyn Delacruz; Brian Borsari; Joshua D. Woolley; Stefan Scherer; Mohammad Soleymani 001 (ICMI, 2023)

Machine learning for semi-automated scoping reviews. - Sharon Mozgai; Cari Kaurloto; Jade G. Winn; Andrew Leeds; Dirk Heylen; Arno Hartholt; Stefan Scherer (Intell. Syst. Appl., 2023)

Designing a Proactive Context-Aware AI Chatbot for People's Long-Term Goals. - Brennan Jones; Yan Xu; Qisheng Li; Stefan Scherer (CHI Extended Abstracts, 2024)

Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need. - Shangda Yang; Vitaly Zankin; Maximilian Balandat; Stefan Scherer; Kevin T. Carlberg; Neil Walton; Kody J. H. Law (ICML, 2024)

From Goals to Actions: Designing Context-aware LLM Chatbots for New Year's Resolutions. - Yan Xu; Brennan Jones; Hannah Nguyen; Qisheng Li; Stefan Scherer (CUI, 2025)