| 2021 | States of Confusion: Eye and Head Tracking Reveal Surgeons' Confusion during Arthroscopic Surgery. | Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthaphum Watcharopas, Paphon Sa-Ngasoongsong, Enkelejda Kasneci |
| 2021 | Recognizing Social Signals with Weakly Supervised Multitask Learning for Multimodal Dialogue Systems. | Yuki Hirano, Shogo Okada, Kazunori Komatani |
| 2021 | Interaction Techniques for 3D-positioning Objects in Mobile Augmented Reality. | Carl-Philipp Hellmuth, Miroslav Bachinski, Jrg Mller |
| 2021 | Mass-deployable Smartphone-based Objective Hearing Screening with Otoacoustic Emissions. | Nils Heitmann, Thomas Rosner, Samarjit Chakraborty |
| 2021 | ArtBeat - Deep Convolutional Networks for Emotional Inference to Enhance Art with Music. | Liam Hebert, Elizabeth Eddy, Will Harrington, Lauryn Marchand, Jason d'Eon, Sageev Oore |
| 2021 | Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. | Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria |
| 2021 | Automated Assessment of Pain. | Zakia Hammal, Nadia Berthouze, Steffen Walter |
| 2021 | Discovering Where We Excel: How Inclusive Turn-Taking in Conversation Improves Team Performance. | Ki-Won Haan, Christoph Riedl, Anita Williams Woolley |
| 2021 | Advances in Multimodal Behavioral Analytics for Early Dementia Diagnosis: A Review. | Chathurika Jayangani Palliya Guruge, Sharon L. Oviatt, Pari Delir Haghighi, Elizabeth Pritchard |
| 2021 | An Automated Mutual Gaze Detection Framework for Social Behavior Assessment in Therapy for Children with Autism. | Zhang Guo, Kangsoo Kim, Anjana Bhat, Roghayeh Barmaki |
| 2021 | Combining Visual and Social Dialogue for Human-Robot Interaction. | Nancie Gunson, Daniel Hernndez Garca, Jose L. Part, Yanchao Yu, Weronika Sieinska, Christian Dondrup, Oliver Lemon |
| 2021 | Accessible Applications - Study and Design of User Interfaces to Support Users with Disabilities. | Marianna Di Gregorio |
| 2021 | ML-PersRef: A Machine Learning-based Personalized Multimodal Fusion Approach for Referencing Outside Objects From a Moving Vehicle. | Amr Gomaa, Guillermo Reyes, Michael Feld |
| 2021 | Decision-Theoretic Question Generation for Situated Reference Resolution: An Empirical Study and Computational Model. | Felix Gervits, Gordon Briggs, Antonio Roque, Genki A. Kadomatsu, Dean Thurston, Matthias Scheutz, Matthew Marge |
| 2021 | Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds. | Shkurta Gashi, Aaqib Saeed, Alessandra Vicini, Elena Di Lascio, Silvia Santini |
| 2021 | Multimodal Interaction in the Production Line - An OPC UA-based Framework for Injection Molding Machinery. | Ferdinand Fuhrmann, Anna Maria Weber, Stefan Ladsttter, Stefan Dietrich, Johannes Rella |
| 2021 | Perception of Ultrasound Haptic Focal Point Motion. | Euan Freeman, Graham A. Wilson |
| 2021 | Enhancing Ultrasound Haptics with Parametric Audio Effects. | Euan Freeman |
| 2021 | Automatic analysis of infant engagement during play: An end-to-end learning and Explainable AI pilot experiment. | Marc Fraile, Joakim Lindblad, Christine Fawcett, Natasa Sladoje, Ginevra Castellano |
| 2021 | Towards Reliable Multimodal Stress Detection under Distribution Shift. | Andreas Foltyn, Jessica Deuschel |
| 2021 | PARA: Privacy Management and Control in Emerging IoT Ecosystems using Augmented Reality. | Carlos Bermejo Fernandez, Lik Hang Lee, Petteri Nurmi, Pan Hui |
| 2021 | Investigating the Effect of Polarity in Auditory and Vibrotactile Displays Under Cognitive Load. | Jamie Iona Ferguson, Euan Freeman, Stephen A. Brewster |
| 2021 | Recognizing Perceived Interdependence in Face-to-Face Negotiations through Multimodal Analysis of Nonverbal Behavior. | Bernd Dudzik, Simon Columbus, Tiffany Matej Hrkalovic, Daniel Balliet, Hayley Hung |
| 2021 | Direct Gaze Triggers Higher Frequency of Gaze Change: An Automatic Analysis of Dyads in Unstructured Conversation. | Georgiana Cristina Dobre, Marco Gillies, Patrick Falk, Jamie A. Ward, Antonia F. de C. Hamilton, Xueni Pan |
| 2021 | FER by Modeling the Conditional Independence between the Spatial Cues and the Spatial Attention Distributions. | Wan Ding, Dongyan Huang, Jingjun Liang, Jinlong Jiao, Ziping Zhao |