| 2024 | CHI | Designing a Proactive Context-Aware AI Chatbot for People's Long-Term Goals. | Brennan Jones, Yan Xu, Qisheng Li, Stefan Scherer |
| 2024 | ICML | 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 |
| 2023 | ACII | Therapist Empathy Assessment in Motivational Interviews. | Leili Tavabi, Trang Tran, Brian Borsari, Joannalyn Delacruz, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani |
| 2023 | CVPR | 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 |
| 2023 | ICMI | Multimodal Analysis and Assessment of Therapist Empathy in Motivational Interviews. | Trang Tran, Yufeng Yin, Leili Tavabi, Joannalyn Delacruz, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani |
| 2022 | ACII | Speech Behavioral Markers Align on Symptom Factors in Psychological Distress. | Larry Zhang, Jacek Kolacz, Albert A. Rizzo, Stefan Scherer, Mohammad Soleymani |
| 2020 | ICMI | Multimodal Automatic Coding of Client Behavior in Motivational Interviewing. | Leili Tavabi, Kalin Stefanov, Larry Zhang, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani |
| 2018 | EMNLP | Modeling Temporality of Human Intentions by Domain Adaptation. | Xiaolei Huang, Lixing Liu, Kate B. Carey, Joshua Woolley, Stefan Scherer, Brian Borsari |
| 2018 | ICASSP | Towards Learning Nuisance-Free Representations of Speech. | Lixing Liu, Sayan Ghosh, Stefan Scherer |
| 2018 | ICMI | Multimodal Analysis of Client Behavioral Change Coding in Motivational Interviewing. | Chanuwas Aswamenakul, Lixing Liu, Kate B. Carey, Joshua Woolley, Stefan Scherer, Brian Borsari |
| 2018 | IVA | Influence of Individual Differences when Training Public Speaking with Virtual Audiences. | Mathieu Chollet, Pranav Ghate, Catherine Neubauer, Stefan Scherer |
| 2018 | IVA | NADiA: Neural Network Driven Virtual Human Conversation Agents. | Jason Wu, Sayan Ghosh, Mathieu Chollet, Steven Ly, Sharon Mozgai, Stefan Scherer |
| 2018 | LREC | 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 Harrison |
| 2017 | ACII | Manual and automatic measures confirm - Intranasal oxytocin increases facial expressivity. | Catherine Neubauer, Sharon Mozgai, Brandon Chuang, Joshua Woolley, Stefan Scherer |
| 2017 | ACII | Comparing models for gesture recognition of children's bullying behaviors. | Michael Tsang, Vadim Korolik, Stefan Scherer, Maja J. Mataric |
| 2017 | ACII | What really matters - An information gain analysis of questions and reactions in automated PTSD screenings. | Torsten Wrtwein, Stefan Scherer |
| 2017 | ACL | Affect-LM: A Neural Language Model for Customizable Affective Text Generation. | Sayan Ghosh, Mathieu Chollet, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer |
| 2017 | ICASSP | Learning representations of emotional speech with deep convolutional generative adversarial networks. | Jonathan Chang, Stefan Scherer |
| 2017 | ICMI | 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 |
| 2017 | Interspeech | OpenMM: An Open-Source Multimodal Feature Extraction Tool. | Michelle Renee Morales, Stefan Scherer, Rivka Levitan |
| 2017 | IVA | Racing Heart and Sweaty Palms - What Influences Users' Self-Assessments and Physiological Signals When Interacting with Virtual Audiences? | Mathieu Chollet, Talie Massachi, Stefan Scherer |
| 2016 | ICMI | Native vs. non-native language fluency implications on multimodal interaction for interpersonal skills training. | Mathieu Chollet, Helmut Prendinger, Stefan Scherer |
| 2016 | ICMI | Getting to know you: a multimodal investigation of team behavior and resilience to stress. | Catherine Neubauer, Joshua Woolley, Peter Khooshabeh, Stefan Scherer |
| 2016 | Interspeech | Representation Learning for Speech Emotion Recognition. | Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer |
| 2016 | IVA | An Architecture for Biologically Grounded Real-Time Reflexive Behavior. | Ulysses Bernardet, Mathieu Chollet, Steve DiPaola, Stefan Scherer |
| 2016 | IVA | Manipulating the Perception of Virtual Audiences Using Crowdsourced Behaviors. | Mathieu Chollet, Nithin Chandrashekhar, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer |
| 2016 | LREC | A Multimodal Corpus for the Assessment of Public Speaking Ability and Anxiety. | Mathieu Chollet, Torsten Wrtwein, Louis-Philippe Morency, Stefan Scherer |
| 2015 | AAAI | 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, Albert A. Rizzo |
| 2015 | ACII | A multi-label convolutional neural network approach to cross-domain action unit detection. | Sayan Ghosh, Eugene Laksana, Stefan Scherer, Louis-Philippe Morency |
| 2015 | ACII | Towards an affective interface for assessment of psychological distress. | Gale M. Lucas, Jonathan Gratch, Stefan Scherer, Jill Boberg, Giota Stratou |
| 2015 | ACII | 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, David R. Traum, Albert A. Rizzo |
| 2015 | ACII | Automatic assessment and analysis of public speaking anxiety: A virtual audience case study. | Torsten Wrtwein, Louis-Philippe Morency, Stefan Scherer |
| 2015 | ICASSP | Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis. | Stefan Scherer, Louis-Philippe Morency, Jonathan Gratch, John Pestian |
| 2015 | ICASSP | Acoustic and para-verbal indicators of persuasiveness in social multimedia. | Han Suk Shim, Sunghyun Park, Moitreya Chatterjee, Stefan Scherer, Kenji Sagae, Louis-Philippe Morency |
| 2015 | ICMI | Combining Two Perspectives on Classifying Multimodal Data for Recognizing Speaker Traits. | Moitreya Chatterjee, Sunghyun Park, Louis-Philippe Morency, Stefan Scherer |
| 2015 | ICMI | Public Speaking Training with a Multimodal Interactive Virtual Audience Framework. | Mathieu Chollet, Kalin Stefanov, Helmut Prendinger, Stefan Scherer |
| 2015 | ICMI | Exploring Behavior Representation for Learning Analytics. | Marcelo Worsley, Stefan Scherer, Louis-Philippe Morency, Paulo Blikstein |
| 2015 | ICMI | Multimodal Public Speaking Performance Assessment. | Torsten Wrtwein, Mathieu Chollet, Boris Schauerte, Louis-Philippe Morency, Rainer Stiefelhagen, Stefan Scherer |
| 2014 | ICASSP | Context-based signal descriptors of heart-rate variability for anxiety assessment. | Moitreya Chatterjee, Giota Stratou, Stefan Scherer, Louis-Philippe Morency |
| 2014 | ICASSP | COVAREP - A collaborative voice analysis repository for speech technologies. | Gilles Degottex, John Kane, Thomas Drugman, Tuomo Raitio, Stefan Scherer |
| 2014 | ICMI | Dyadic Behavior Analysis in Depression Severity Assessment Interviews. | Stefan Scherer, Zakia Hammal, Ying Yang, Louis-Philippe Morency, Jeffrey F. Cohn |
| 2014 | LREC | 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, Louis-Philippe Morency |
| 2013 | ACII | Mutual Behaviors during Dyadic Negotiation: Automatic Prediction of Respondent Reactions. | Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency |
| 2013 | ACII | Automatic Nonverbal Behavior Indicators of Depression and PTSD: Exploring Gender Differences. | Giota Stratou, Stefan Scherer, Jonathan Gratch, Louis-Philippe Morency |
| 2013 | ICASSP | Speaker and language independent voice quality classification applied to unlabelled corpora of expressive speech. | John Kane, Stefan Scherer, Matthew P. Aylett, Louis-Philippe Morency, Christer Gobl |
| 2013 | ICASSP | Investigating the speech characteristics of suicidal adolescents. | Stefan Scherer, John Pestian, Louis-Philippe Morency |
| 2013 | ICMI | ICMI 2013 grand challenge workshop on multimodal learning analytics. | Louis-Philippe Morency, Sharon L. Oviatt, Stefan Scherer, Nadir Weibel, Marcelo Worsley |
| 2013 | ICMI | Audiovisual behavior descriptors for depression assessment. | Stefan Scherer, Giota Stratou, Louis-Philippe Morency |
| 2013 | Interspeech | A comparative study of glottal open quotient estimation techniques. | John Kane, Stefan Scherer, Louis-Philippe Morency, Christer Gobl |
| 2013 | Interspeech | Prediction of strategy and outcome as negotiation unfolds by using basic verbal and behavioral features. | Elnaz Nouri, Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency, David R. Traum |
| 2013 | Interspeech | Investigating voice quality as a speaker-independent indicator of depression and PTSD. | Stefan Scherer, Giota Stratou, Jonathan Gratch, Louis-Philippe Morency |
| 2013 | IVA | Cicero - Towards a Multimodal Virtual Audience Platform for Public Speaking Training. | Ligia Maria Batrinca, Giota Stratou, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer |
| 2013 | SCA | Virtual character performance from speech. | Stacy Marsella, Yuyu Xu, Margaux Lhommet, Andrew W. Feng, Stefan Scherer, Ari Shapiro |
| 2013 | SIGdial | 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 |
| 2012 | ICASSP | Detecting a targeted voice style in an audiobook using voice quality features. | va Szkely, John Kane, Stefan Scherer, Christer Gobl, Julie Carson-Berndsen |
| 2012 | ICMI | Step-wise emotion recognition using concatenated-HMM. | Derya Ozkan, Stefan Scherer, Louis-Philippe Morency |
| 2012 | ICMI | 1st international workshop on multimodal learning analytics: extended abstract. | Stefan Scherer, Marcelo Worsley, Louis-Philippe Morency |
| 2012 | IVA | 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 |
| 2012 | LREC | An audiovisual political speech analysis incorporating eye-tracking and perception data. | Stefan Scherer, Georg Layher, John Kane, Heiko Neumann, Nick Campbell |
| 2011 | ACII | Multiple Classifier Systems for the Classification of Audio-Visual Emotional States. | Michael Glodek, Stephan Tschechne, Georg Layher, Martin Schels, Tobias Brosch, Stefan Scherer, Markus Kchele, Miriam Schmidt, Heiko Neumann, Gnther Palm, Friedhelm Schwenker |
| 2011 | ACII | How Low Level Observations Can Help to Reveal the User's State in HCI. | Stefan Scherer, Martin Schels, Gnther Palm |
| 2011 | GI | Social Signal Processing in Companion Systems - Challenges Ahead. | Georg Layher, Heiko Neumann, Stefan Scherer, Stephan Tschechne, Tobias Brosch, Cristbal Curio |
| 2011 | HCI | Multimodal Emotion Classification in Naturalistic User Behavior. | Steffen Walter, Stefan Scherer, Martin Schels, Michael Glodek, David Hrabal, Miriam Schmidt, Ronald Bck, Kerstin Limbrecht, Harald C. Traue, Friedhelm Schwenker |
| 2011 | Interspeech | Conditioned Hidden Markov Model Fusion for Multimodal Classification. | Michael Glodek, Stefan Scherer, Friedhelm Schwenker |
| 2011 | Interspeech | On the Use of Multimodal Cues for the Prediction of Degrees of Involvement in Spontaneous Conversation. | Catharine Oertel, Stefan Scherer, Nick Campbell |
| 2010 | Interspeech | Comparing measures of synchrony and alignment in dialogue speech timing with respect to turn-taking activity. | Nick Campbell, Stefan Scherer |
| 2010 | Interspeech | It takes two to tango - assessing the impact of delay on conversational interactivity on perceived speech quality. | Sebastian Egger, Raimund Schatz, Stefan Scherer |
| 2010 | LREC | An Open Source Process Engine Framework for Realtime Pattern Recognition and Information Fusion Tasks. | Volker Fritzsch, Stefan Scherer, Friedhelm Schwenker |
| 2010 | LREC | Developing an Expressive Speech Labeling Tool Incorporating the Temporal Characteristics of Emotion. | Stefan Scherer, Ingo Siegert, Lutz Bigalke, Sascha Meudt |
| 2010 | LREC | Evaluation of the PIT Corpus Or What a Difference a Face Makes? | Petra-Maria Strau, Stefan Scherer, Georg Layher, Holger Hoffmann |
| 2009 | ACII | Multimodal real-time conversation analysis using a novel process engine. | Stefan Scherer, Volker Fritzsch, Friedhelm Schwenker |
| 2009 | ICANN | The GMM-SVM Supervector Approach for the Recognition of the Emotional Status from Speech. | Friedhelm Schwenker, Stefan Scherer, Yasmine M. Magdi, Gnther Palm |
| 2008 | LREC | Emotion Recognition from Speech: Stress Experiment. | Stefan Scherer, Hansjrg Hofmann, Malte Lampmann, Martin Pfeil, Steffen Rhinow, Friedhelm Schwenker, Gnther Palm |
| 2008 | LREC | A Flexible Wizard of Oz Environment for Rapid Prototyping. | Stefan Scherer, Petra-Maria Strau |
| 2008 | LREC | The PIT Corpus of German Multi-Party Dialogues. | Petra-Maria Strau, Holger Hoffmann, Wolfgang Minker, Heiko Neumann, Gnther Palm, Stefan Scherer, Harald C. Traue, Ulrich Weidenbacher |
| 2007 | ACII | A Novel Feature for Emotion Recognition in Voice Based Applications. | Hari Krishna Maganti, Stefan Scherer, Gnther Palm |
| 2007 | KES | Fuzzy-Input Fuzzy-Output One-Against-All Support Vector Machines. | Christian Thiel, Stefan Scherer, Friedhelm Schwenker |
| 2006 | LREC | Wizard-of-Oz Data Collection for Perception and Interaction in Multi-User Environments. | Petra-Maria Strau, Holger Hoffmann, Wolfgang Minker, Heiko Neumann, Gnther Palm, Stefan Scherer, Friedhelm Schwenker, Harald C. Traue, Welf Walter, Ulrich Weidenbacher |
| 2000 | ICPR | 3D Model Based Pose Determination in Real-Time: Strategies, Convergence, Accurac. | Martin Berger, Thomas Auer, Gernot Bachler, Stefan Scherer, Axel Pinz |
| 2000 | ICPR | A Novel Bidirectional Framework for Control and Refinement of Area Based Correlation Techniques. | Peter Werth, Stefan Scherer |
| 2000 | MVA | Fitting 3D Models To 2D Imagery: A Physics Based Approach. | Martin Berger, Vassili Kravtchenko-Berejnoi, Stefan Scherer |
| 1999 | CAIP | A Vision Driven Automatic Assembly Unit. | Gernot Bachler, Martin Berger, Reinhard Rhrer, Stefan Scherer, Axel Pinz |
| 1999 | CAIP | Subpixel Stereo Matching by Robust Estimation of Local Distortion Using Gabor Filters. | Peter Werth, Stefan Scherer, Axel Pinz |
| 1999 | CVPR | The Discriminatory Power of Ordinal Measures - Towards a New Coefficient. | Stefan Scherer, Axel Pinz, Peter Werth |
| 1998 | ICPR | Robust adaptive window matching by homogeneity constraint and integration of descriptions. | Stefan Scherer, Wilfried Andexer, Axel Pinz |