| 2018 | !FTL, an Articulation-Invariant Stroke Gesture Recognizer with Controllable Position, Scale, and Rotation Invariances. Jean Vanderdonckt, Paolo Roselli, Jorge Luis Pérez-Medina |
| 2018 | "Honey, I Learned to Talk": Multimodal Fusion for Behavior Analysis. Shao-Yen Tseng, Haoqi Li, Brian R. Baucom, Panayiotis G. Georgiou |
| 2018 | 3rd International Workshop on Multisensory Approaches to Human-Food Interaction. Anton Nijholt, Carlos Velasco, Marianna Obrist, Katsunori Okajima, Charles Spence |
| 2018 | A Generative Approach for Dynamically Varying Photorealistic Facial Expressions in Human-Agent Interactions. Yuchi Huang, Saad M. Khan |
| 2018 | A Multimodal Approach for Predicting Changes in PTSD Symptom Severity. Adria Mallol-Ragolta, Svati Dhamija, Terrance E. Boult |
| 2018 | A Multimodal Approach to Understanding Human Vocal Expressions and Beyond. Shrikanth S. Narayanan |
| 2018 | A Multimodal-Sensor-Enabled Room for Unobtrusive Group Meeting Analysis. Indrani Bhattacharya, Michael Foley, Ni Zhang, Tongtao Zhang, Christine Ku, Cameron Mine, Heng Ji, Christoph Riedl, Brooke Foucault Welles, Richard J. Radke |
| 2018 | Adaptive Review for Mobile MOOC Learning via Multimodal Physiological Signal Sensing - A Longitudinal Study. Phuong Pham, Jingtao Wang |
| 2018 | An Attention Model for Group-Level Emotion Recognition. Aarush Gupta, Dakshit Agrawal, Hardik Chauhan, Jose Dolz, Marco Pedersoli |
| 2018 | An Ensemble Model Using Face and Body Tracking for Engagement Detection. Cheng Chang, Cheng Zhang, Lei Chen, Yang Liu |
| 2018 | An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie |
| 2018 | Analyzing Gaze Behavior and Dialogue Act during Turn-taking for Estimating Empathy Skill Level. Ryo Ishii, Kazuhiro Otsuka, Shiro Kumano, Ryuichiro Higashinaka, Junji Tomita |
| 2018 | Attention Network for Engagement Prediction in the Wild. Amanjot Kaur |
| 2018 | Attention-based Audio-Visual Fusion for Robust Automatic Speech Recognition. George Sterpu, Christian Saam, Naomi Harte |
| 2018 | Automated Affect Detection in Deep Brain Stimulation for Obsessive-Compulsive Disorder: A Pilot Study. Jeffrey F. Cohn, László A. Jeni, Itir Önal Ertugrul, Donald Malone, Michael S. Okun, David A. Borton, Wayne K. Goodman |
| 2018 | Automatic Engagement Prediction with GAP Feature. Xuesong Niu, Hu Han, Jiabei Zeng, Xuran Sun, Shiguang Shan, Yan Huang, Songfan Yang, Xilin Chen |
| 2018 | Automatic Recognition of Affective Laughter in Spontaneous Dyadic Interactions from Audiovisual Signals. Reshmashree B. Kantharaju, Fabien Ringeval, Laurent Besacier |
| 2018 | Cascade Attention Networks For Group Emotion Recognition with Face, Body and Image Cues. Kai Wang, Xiaoxing Zeng, Jianfei Yang, Debin Meng, Kaipeng Zhang, Xiaojiang Peng, Yu Qiao |
| 2018 | Data Driven Non-Verbal Behavior Generation for Humanoid Robots. Taras Kucherenko |
| 2018 | Deep End-to-End Representation Learning for Food Type Recognition from Speech. Benjamin Sertolli, Nicholas Cummins, Abdulkadir Sengür, Björn W. Schuller |
| 2018 | Deep Recurrent Multi-instance Learning with Spatio-temporal Features for Engagement Intensity Prediction. Jianfei Yang, Kai Wang, Xiaojiang Peng, Yu Qiao |
| 2018 | Detecting Deception and Suspicion in Dyadic Game Interactions. Jan Ondras, Hatice Gunes |
| 2018 | Detecting User's Likes and Dislikes for a Virtual Negotiating Agent. Caroline Langlet, Chloé Clavel |
| 2018 | Dozing Off or Thinking Hard?: Classifying Multi-dimensional Attentional States in the Classroom from Video. Felix Putze, Dennis Küster, Sonja Annerer-Walcher, Mathias Benedek |
| 2018 | EAT -: The ICMI 2018 Eating Analysis and Tracking Challenge. Simone Hantke, Maximilian Schmitt, Panagiotis Tzirakis, Björn W. Schuller |
| 2018 | EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification. Maneesh Bilalpur, Mohan S. Kankanhalli, Stefan Winkler, Ramanathan Subramanian |
| 2018 | EVA: A Multimodal Argumentative Dialogue System. Niklas Rach, Klaus Weber, Louisa Pragst, Elisabeth André, Wolfgang Minker, Stefan Ultes |
| 2018 | EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction. Abhinav Dhall, Amanjot Kaur, Roland Goecke, Tom Gedeon |
| 2018 | End-to-end Learning for 3D Facial Animation from Speech. Hai Xuan Pham, Yuting Wang, Vladimir Pavlovic |
| 2018 | Enhancing Multiparty Cooperative Movements: A Robotic Wheelchair that Assists in Predicting Next Actions. Hisato Fukuda, Keiichi Yamazaki, Akiko Yamazaki, Yosuke Saito, Emi Iiyama, Seiji Yamazaki, Yoshinori Kobayashi, Yoshinori Kuno, Keiko Ikeda |
| 2018 | Estimating Head Motion from Egocentric Vision. Satoshi Tsutsui, Sven Bambach, David J. Crandall, Chen Yu |
| 2018 | Estimating Visual Focus of Attention in Multiparty Meetings using Deep Convolutional Neural Networks. Kazuhiro Otsuka, Keisuke Kasuga, Martina Köhler |
| 2018 | Evaluation of Real-time Deep Learning Turn-taking Models for Multiple Dialogue Scenarios. Divesh Lala, Koji Inoue, Tatsuya Kawahara |
| 2018 | Exploring A New Method for Food Likability Rating Based on DT-CWT Theory. Ya'nan Guo, Jing Han, Zixing Zhang, Björn W. Schuller, Yide Ma |
| 2018 | Exploring the Design of Audio-Kinetic Graphics for Education. Annika Muehlbradt, Madhur Atreya, Darren Guinness, Shaun K. Kane |
| 2018 | EyeLinks: A Gaze-Only Click Alternative for Heterogeneous Clickables. Pedro Figueiredo, Manuel J. Fonseca |
| 2018 | Floor Apportionment and Mutual Gazes in Native and Second-Language Conversation. Ichiro Umata, Koki Ijuin, Tsuneo Kato, Seiichi Yamamoto |
| 2018 | Functional-Based Acoustic Group Feature Selection for Automatic Recognition of Eating Condition. Dara Pir |
| 2018 | Gazeover - Exploring the UX of Gaze-triggered Affordance Communication for GUI Elements. Ilhan Aslan, Michael Dietz, Elisabeth André |
| 2018 | Generating fMRI-Enriched Acoustic Vectors using a Cross-Modality Adversarial Network for Emotion Recognition. Gao-Yi Chao, Chun-Min Chang, Jeng-Lin Li, Ya-Tse Wu, Chi-Chun Lee |
| 2018 | Group Interaction Frontiers in Technology. Gabriel Murray, Hayley Hung, Joann Keyton, Catherine Lai, Nale Lehmann-Willenbrock, Catharine Oertel |
| 2018 | Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions. Xin Guo, Bin Zhu, Luisa F. Polanía, Charles Boncelet, Kenneth E. Barner |
| 2018 | Group-Level Emotion Recognition using Deep Models with A Four-stream Hybrid Network. Ahmed-Shehab Khan, Zhiyuan Li, Jie Cai, Zibo Meng, James O'Reilly, Yan Tong |
| 2018 | Hand, Foot or Voice: Alternative Input Modalities for Touchless Interaction in the Medical Domain. Benjamin Hatscher, Christian Hansen |
| 2018 | How to Shape the Humor of a Robot - Social Behavior Adaptation Based on Reinforcement Learning. Klaus Weber, Hannes Ritschel, Ilhan Aslan, Florian Lingenfelser, Elisabeth André |
| 2018 | Human, Chameleon or Nodding Dog? Leshao Zhang, Patrick G. T. Healey |
| 2018 | Human-Habitat for Health (H3): Human-habitat Multimodal Interaction for Promoting Health and Well-being in the Internet of Things Era. Theodora Chaspari, Angeliki Metallinou, Leah I. Stein Duker, Amir H. Behzadan |
| 2018 | I Smell Trouble: Using Multiple Scents To Convey Driving-Relevant Information. Dmitrijs Dmitrenko, Emanuela Maggioni, Marianna Obrist |
| 2018 | If You Ask Nicely: A Digital Assistant Rebuking Impolite Voice Commands. Michael Bonfert, Maximilian Spliethöver, Roman Arzaroli, Marvin Lange, Martin Hanci, Robert Porzel |
| 2018 | Improving Object Disambiguation from Natural Language using Empirical Models. Daniel Prendergast, Daniel Szafir |
| 2018 | Inferring User Intention using Gaze in Vehicles. Yu-Sian Jiang, Garrett Warnell, Peter Stone |
| 2018 | International Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction (Workshop Summary). Ronald Böck, Francesca Bonin, Nick Campbell, Ronald Poppe |
| 2018 | Interpretable Multimodal Deception Detection in Videos. Hamid Karimi |
| 2018 | Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection. Philip Schmidt, Attila Reiss, Robert Dürichen, Claus Marberger, Kristof Van Laerhoven |
| 2018 | Joint Discrete and Continuous Emotion Prediction Using Ensemble and End-to-End Approaches. Ehab AlBadawy, Yelin Kim |
| 2018 | Keep Me in the Loop: Increasing Operator Situation Awareness through a Conversational Multimodal Interface. David A. Robb, Francisco Javier Chiyah Garcia, Atanas Laskov, Xingkun Liu, Pedro Patrón, Helen F. Hastie |
| 2018 | Large Vocabulary Continuous Audio-Visual Speech Recognition. George Sterpu |
| 2018 | Listening Skills Assessment through Computer Agents. Hiroki Tanaka, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura |
| 2018 | Looking Beyond a Clever Narrative: Visual Context and Attention are Primary Drivers of Affect in Video Advertisements. Abhinav Shukla, Harish Katti, Mohan S. Kankanhalli, Ramanathan Subramanian |
| 2018 | MIRIAM: A Multimodal Interface for Explaining the Reasoning Behind Actions of Remote Autonomous Systems. Helen F. Hastie, Francisco Javier Chiyah Garcia, David A. Robb, Atanas Laskov, Pedro Patrón |
| 2018 | Modeling Cognitive Processes from Multimodal Signals. Felix Putze, Jutta Hild, Akane Sano, Enkelejda Kasneci, Erin Solovey, Tanja Schultz |
| 2018 | Modeling Empathy in Embodied Conversational Agents: Extended Abstract. Özge Nilay Yalçin |
| 2018 | Multi-Feature Based Emotion Recognition for Video Clips. Chuanhe Liu, Tianhao Tang, Kui Lv, Minghao Wang |
| 2018 | Multi-Modal Multi sensor Interaction between Human andHeterogeneous Multi-Robot System. S. M. al Mahi |
| 2018 | Multimodal Analysis of Client Behavioral Change Coding in Motivational Interviewing. Chanuwas Aswamenakul, Lixing Liu, Kate B. Carey, Joshua Woolley, Stefan Scherer, Brian Borsari |
| 2018 | Multimodal Continuous Turn-Taking Prediction Using Multiscale RNNs. Matthew Roddy, Gabriel Skantze, Naomi Harte |
| 2018 | Multimodal Control of Lighter-Than-Air Agents. Daniel M. Lofaro, Donald Sofge |
| 2018 | Multimodal Dialogue Management for Multiparty Interaction with Infants. Setareh Nasihati Gilani, David R. Traum, Arcangelo Merla, Eugenia Hee, Zoey Walker, Barbara Manini, Grady Gallagher, Laura-Ann Petitto |
| 2018 | Multimodal Interaction Modeling of Child Forensic Interviewing. Victor Ardulov, Madelyn Mendlen, Manoj Kumar, Neha Anand, Shanna Williams, Thomas D. Lyon, Shrikanth S. Narayanan |
| 2018 | Multimodal Local-Global Ranking Fusion for Emotion Recognition. Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency |
| 2018 | Multimodal Modeling of Coordination and Coregulation Patterns in Speech Rate during Triadic Collaborative Problem Solving. Angela E. B. Stewart, Zachary A. Keirn, Sidney K. D'Mello |
| 2018 | Multimodal Representation of Advertisements Using Segment-level Autoencoders. Krishna Somandepalli, Victor R. Martinez, Naveen Kumar, Shrikanth S. Narayanan |
| 2018 | Multimodal Teaching and Learning Analytics for Classroom and Online Educational Settings. Chinchu Thomas |
| 2018 | Multimodal and Context-Aware Interaction in Augmented Reality for Active Assistance. Damien Brun |
| 2018 | Multiple Spatio-temporal Feature Learning for Video-based Emotion Recognition in the Wild. Cheng Lu, Wenming Zheng, Chaolong Li, Chuangao Tang, Suyuan Liu, Simeng Yan, Yuan Zong |
| 2018 | Olfactory Display Prototype for Presenting and Sensing Authentic and Synthetic Odors. Katri Salminen, Jussi Rantala, Poika Isokoski, Marko Lehtonen, Philipp Müller, Markus Karjalainen, Jari Väliaho, Anton Kontunen, Ville Nieminen, Joni Leivo, Anca A. Telembeci, Jukka Lekkala, Pasi Kallio, Veikko Surakka |
| 2018 | Online Privacy-Safe Engagement Tracking System. Cheng Zhang, Cheng Chang, Lei Chen, Yang Liu |
| 2018 | Path Word: A Multimodal Password Entry Method for Ad-hoc Authentication Based on Digits' Shape and Smooth Pursuit Eye Movements. Almoctar Hassoumi, Pourang Irani, Vsevolod Peysakhovich, Christophe Hurter |
| 2018 | Pen + Mid-Air Gestures: Eliciting Contextual Gestures. Ilhan Aslan, Tabea Schmidt, Jens Woehrle, Lukas Vogel, Elisabeth André |
| 2018 | Population-specific Detection of Couples' Interpersonal Conflict using Multi-task Learning. Aditya Gujral, Theodora Chaspari, Adela C. Timmons, Yehsong Kim, Sarah Barrett, Gayla Margolin |
| 2018 | Predicting ADHD Risk from Touch Interaction Data. Philipp Mock, Maike Tibus, Ann-Christine Ehlis, R. Harald Baayen, Peter Gerjets |
| 2018 | Predicting Engagement Intensity in the Wild Using Temporal Convolutional Network. Chinchu Thomas, Nitin Nair, Dinesh Babu Jayagopi |
| 2018 | Predicting Group Performance in Task-Based Interaction. Gabriel Murray, Catharine Oertel |
| 2018 | Proceedings of the 2018 on International Conference on Multimodal Interaction, ICMI 2018, Boulder, CO, USA, October 16-20, 2018 Sidney K. D'Mello, Panayiotis G. Georgiou, Stefan Scherer, Emily Mower Provost, Mohammad Soleymani, Marcelo Worsley |
| 2018 | Put That There: 20 Years of Research on Multimodal Interaction. James L. Crowley |
| 2018 | RainCheck: Overcoming Capacitive Interference Caused by Rainwater on Smartphones. Ying-Chao Tung, Mayank Goel, Isaac Zinda, Jacob O. Wobbrock |
| 2018 | Reinforcing, Reassuring, and Roasting: The Forms and Functions of the Human Smile. Paula M. Niedenthal |
| 2018 | Responding with Sentiment Appropriate for the User's Current Sentiment in Dialog as Inferred from Prosody and Gaze Patterns. Anindita Nath |
| 2018 | SAAMEAT: Active Feature Transformation and Selection Methods for the Recognition of User Eating Conditions. Fasih Haider, Senja Pollak, Eleni Zarogianni, Saturnino Luz |
| 2018 | Sensing Arousal and Focal Attention During Visual Interaction. Oludamilare Matthews, Markel Vigo, Simon Harper |
| 2018 | Simultaneous Multimodal Access to Wheelchair and Computer for People with Tetraplegia. Md. Nazmus Sahadat, Nordine Sebkhi, Maysam Ghovanloo |
| 2018 | Smart Arse: Posture Classification with Textile Sensors in Trousers. Sophie Skach, Rebecca Stewart, Patrick G. T. Healey |
| 2018 | Smell-O-Message: Integration of Olfactory Notifications into a Messaging Application to Improve Users' Performance. Emanuela Maggioni, Robert Cobden, Dmitrijs Dmitrenko, Marianna Obrist |
| 2018 | Strike A Pose: Capturing Non-Verbal Behaviour with Textile Sensors. Sophie Skach |
| 2018 | Survival at the Museum: A Cooperation Experiment with Emotionally Expressive Virtual Characters. Ilaria Torre, Emma Carrigan, Killian McCabe, Rachel McDonnell, Naomi Harte |
| 2018 | Tactile Sensitivity to Distributed Patterns in a Palm. Bukun Son, Jaeyoung Park |
| 2018 | TapTag: Assistive Gestural Interactions in Social Media on Touchscreens for Older Adults. Shraddha Pandya, Yasmine N. El-Glaly |
| 2018 | Ten Opportunities and Challenges for Advancing Student-Centered Multimodal Learning Analytics. Sharon L. Oviatt |
| 2018 | The Multimodal Dataset of Negative Affect and Aggression: A Validation Study. Iulia Lefter, Siska Fitrianie |
| 2018 | Toward Objective, Multifaceted Characterization of Psychotic Disorders: Lexical, Structural, and Disfluency Markers of Spoken Language. Alexandria K. Vail, Elizabeth S. Liebson, Justin T. Baker, Louis-Philippe Morency |
| 2018 | Towards Attentive Speed Reading on Small Screen Wearable Devices. Wei Guo, Jingtao Wang |
| 2018 | Understanding Mobile Reading via Camera Based Gaze Tracking and Kinematic Touch Modeling. Wei Guo, Jingtao Wang |
| 2018 | Unobtrusive Analysis of Group Interactions without Cameras. Indrani Bhattacharya |
| 2018 | Using Data-Driven Approach for Modeling Timing Parameters of American Sign Language. Sedeeq Al-khazraji |
| 2018 | Using Interlocutor-Modulated Attention BLSTM to Predict Personality Traits in Small Group Interaction. Yun-Shao Lin, Chi-Chun Lee |
| 2018 | Using Technology for Health and Wellbeing. Mary Czerwinski |
| 2018 | Video-based Emotion Recognition Using Deeply-Supervised Neural Networks. Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li |