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ICMI 2023: Paris, France
- Elisabeth André, Mohamed Chetouani, Dominique Vaufreydaz
, Gale M. Lucas, Tanja Schultz, Louis-Philippe Morency, Alessandro Vinciarelli:
Proceedings of the 25th International Conference on Multimodal Interaction, ICMI 2023, Paris, France, October 9-13, 2023. ACM 2023
Keynote Talks
- Sophie K. Scott
Multimodal information processing in communication: the nature of faces and voices. 1 - Maja J. Mataric
A Robot Just for You: Multimodal Personalized Human-Robot Interaction and the Future of Work and Care. 2-3 - Simone Natale
Projecting life onto machines. 4
Main Track - Long and Short Papers
- Apostolos Kalatzis
A Multimodal Approach to Investigate the Role of Cognitive Workload and User Interfaces in Human-robot Collaboration. 5-14 - Ehsan Yaghoubi
Acoustic and Visual Knowledge Distillation for Contrastive Audio-Visual Localization. 15-23 - Jiangquan Li
AIUnet: Asymptotic inference with U2-Net for referring image segmentation. 24-32 - Ayane Tashiro
Analyzing and Recognizing Interlocutors' Gaze Functions from Multimodal Nonverbal Cues. 33-41 - Mai Imamura
Analyzing Synergetic Functional Spectrum from Head Movements and Facial Expressions in Conversations. 42-50 - Kaushal Sharma
Annotations from speech and heart rate: impact on multimodal emotion recognition. 51-59 - Hendric Voß
AQ-GT: a Temporally Aligned and Quantized GRU-Transformer for Co-Speech Gesture Synthesis. 60-69 - Silvan Mertes
ASMRcade: Interactive Audio Triggers for an Autonomous Sensory Meridian Response. 70-78 - Toshiharu Horiuchi
Augmented Immersive Viewing and Listening Experience Based on Arbitrarily Angled Interactive Audiovisual Representation. 79-83 - Zixuan Xiao
Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity. 84-93 - Cristina Gena
Can empathy affect the attribution of mental states to robots? 94-103 - Harshinee Sriram
Classification of Alzheimer's Disease with Deep Learning on Eye-tracking Data. 104-113 - Jia Fu
Component attention network for multimodal dance improvisation recognition. 114-118 - Takeshi Saga
Computational analyses of linguistic features with schizophrenic and autistic traits along with formal thought disorders. 119-124 - Marilou Beyeler
Cross-Device Shortcuts: Seamless Attention-guided Content Transfer via Opportunistic Deep Links between Apps and Devices. 125-134 - Muneeb Imtiaz Ahmad
Crucial Clues: Investigating Psychophysiological Behaviors for Measuring Trust in Human-Robot Interaction. 135-143 - Pepijn Van Aken
Deciphering Entrepreneurial Pitches: A Multimodal Deep Learning Approach to Predict Probability of Investment. 144-152 - Kayla Matheus
Deep Breathing Phase Classification with a Social Robot for Mental Health. 153-162 - Vishal Kiran Kuvar
Detecting When the Mind Wanders Off Task in Real-time: An Overview and Systematic Review. 163-173 - Monisha Singh
Do I Have Your Attention: A Large Scale Engagement Prediction Dataset and Baselines. 174-182 - Alexander Cao
Early Classifying Multimodal Sequences. 183-189 - Dustin Pulver
EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning. 190-197 - Metehan Doyran
Embracing Contact: Detecting Parent-Infant Interactions. 198-206 - Wei-Cheng Lin
Enhancing Resilience to Missing Data in Audio-Text Emotion Recognition with Multi-Scale Chunk Regularization. 207-215 - Yurina Mizuho
Estimation of Violin Bow Pressure Using Photo-Reflective Sensors. 216-223 - Hanaë Rateau
Ether-Mark: An Off-Screen Marking Menu For Mobile Devices. 224-233 - Bernardo Marques
Evaluating Outside the Box: Lessons Learned on eXtended Reality Multi-modal Experiments Beyond the Laboratory. 234-242 - Melanie Heck
Evaluating the Potential of Caption Activation to Mitigate Confusion Inferred from Facial Gestures in Virtual Meetings. 243-252 - Leena Mathur
Expanding the Role of Affective Phenomena in Multimodal Interaction Research. 253-260 - Monika Gahalawat
Explainable Depression Detection via Head Motion Patterns. 261-270 - Amy Melniczuk
Exploring Feedback Modality Designs to Improve Young Children's Collaborative Actions. 271-281 - Kazi Injamamul Haque
FaceXHuBERT: Text-less Speech-driven E(X)pressive 3D Facial Animation Synthesis Using Self-Supervised Speech Representation Learning. 282-291 - Ayaka Ideno
Frame-Level Event Representation Learning for Semantic-Level Generation and Editing of Avatar Motion. 292-300 - Saikat Chakraborty
Gait Event Prediction of People with Cerebral Palsy using Feature Uncertainty: A Low-Cost Approach. 301-306 - Yingxue Gao
GCFormer: A Graph Convolutional Transformer for Speech Emotion Recognition. 307-313 - Yubin Kim
HIINT: Historical, Intra- and Inter- personal Dynamics Modeling with Cross-person Memory Transformer. 314-325 - Yingbo Ma
How Noisy is Too Noisy? The Impact of Data Noise on Multimodal Recognition of Confusion and Conflict During Collaborative Learning. 326-335 - Shumpei Otsuchi
Identifying Interlocutors' Behaviors and its Timings Involved with Impression Formation from Head-Movement Features and Linguistic Features. 336-344 - Mansi Sharma
Implicit Search Intent Recognition using EEG and Eye Tracking: Novel Dataset and Cross-User Prediction. 345-354 - Ruoqi Wang
Increasing Heart Rate and Anxiety Level with Vibrotactile and Audio Presentation of Fast Heartbeat. 355-363 - Louis Lafuma
Influence of hand representation on a grasping task in augmented reality. 364-372 - Cristina Luna Jiménez
Interpreting Sign Language Recognition using Transformers and MediaPipe Landmarks. 373-377 - Laura Birka Hensel
Large language models in textual analysis for gesture selection. 378-387 - Yasheng Sun
Make Your Brief Stroke Real and Stereoscopic: 3D-Aware Simplified Sketch to Portrait Generation. 388-396 - Jicheng Li
MMASD: A Multimodal Dataset for Autism Intervention Analysis. 397-405 - Trang Tran
Multimodal Analysis and Assessment of Therapist Empathy in Motivational Interviews. 406-415 - Abhishek Mandal
Multimodal Bias: Assessing Gender Bias in Computer Vision Models with NLP Techniques. 416-424 - Paul Pu Liang
Multimodal Fusion Interactions: A Study of Human and Automatic Quantification. 425-435 - Meng Chen Lee
Multimodal Turn Analysis and Prediction for Multi-party Conversations. 436-444 - Torsten Wörtwein
Neural Mixed Effects for Nonlinear Personalized Predictions. 445-454 - Siska Fitrianie
On Head Motion for Recognizing Aggression and Negative Affect during Speaking and Listening. 455-464 - Camille Sallaberry
Out of Sight, ... How Asymmetry in Video-Conference Affects Social Interaction. 465-469 - Jack Fitzgerald
Paying Attention to Wildfire: Using U-Net with Attention Blocks on Multimodal Data for Next Day Prediction. 470-480 - Yekta Said Can
Performance Exploration of RNN Variants for Recognizing Daily Life Stress Levels by Using Multimodal Physiological Signals. 481-487 - Kosmas Pinitas
Predicting Player Engagement in Tom Clancy's The Division 2: A Multimodal Approach via Pixels and Gamepad Actions. 488-497 - Zhanibek Rysbek
Recognizing Intent in Collaborative Manipulation. 498-506 - Daksitha Senel Withanage Don
ReNeLiB: Real-time Neural Listening Behavior Generation for Socially Interactive Agents. 507-516 - Alexandria K. Vail
Representation Learning for Interpersonal and Multimodal Behavior Dynamics: A Multiview Extension of Latent Change Score Models. 517-526 - Maria Teresa Parreira
Robot Duck Debugging: Can Attentive Listening Improve Problem Solving? 527-536 - Maneesh Bilalpur
SHAP-based Prediction of Mother's History of Depression to Understand the Influence on Child Behavior. 537-544 - G. S. Rajshekar Reddy
Synerg-eye-zing: Decoding Nonlinear Gaze Dynamics Underlying Successful Collaborations in Co-located Teams. 545-554 - Annika Dix
The Role of Audiovisual Feedback Delays and Bimodal Congruency for Visuomotor Performance in Human-Machine Interaction. 555-563 - Tan Gemicioglu
TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices. 564-573 - Mojtaba Kolahdouzi
Toward Fair Facial Expression Recognition with Improved Distribution Alignment. 574-583 - Kapotaksha Das
Towards Autonomous Physiological Signal Extraction From Thermal Videos Using Deep Learning. 584-593 - Gauthier Robert Jean Faisandaz
µGeT: Multimodal eyes-free text selection technique combining touch interaction and microgestures. 594-603 - Nathan Kammoun
Understanding the Social Context of Eating with Multimodal Smartphone Sensing: The Role of Country Diversity. 604-612 - Kaan Gönç
User Feedback-based Online Learning for Intent Classification. 613-621 - Romina Abadi
Using Augmented Reality to Assess the Role of Intuitive Physics in the Water-Level Task. 622-630 - Gizem Sogancioglu
Using Explainability for Bias Mitigation: A Case Study for Fair Recruitment Assessment. 631-639 - Emily Doherty
Using Speech Patterns to Model the Dimensions of Teamness in Human-Agent Teams. 640-648 - Takao Obi
Video-based Respiratory Waveform Estimation in Dialogue: A Novel Task and Dataset for Human-Machine Interaction. 649-660 - Hansi Liu
ViFi-Loc: Multi-modal Pedestrian Localization using GAN with Camera-Phone Correspondences. 661-669 - Vijay Kumar Singh
WiFiTuned: Monitoring Engagement in Online Participation by Harmonizing WiFi and Audio. 670-678
Blue Sky Papers
- Jingwei Liu
A New Theory of Data Processing: Applying Artificial Intelligence to Cognition and Humanity. 679-683 - Radu-Daniel Vatavu
From Natural to Non-Natural Interaction: Embracing Interaction Design Beyond the Accepted Convention of Natural. 684-688 - Amr Gomaa
Towards Adaptive User-centered Neuro-symbolic Learning for Multimodal Interaction with Autonomous Systems. 689-694
Doctoral Consortium
- Sushant Gautam
Bridging Multimedia Modalities: Enhanced Multimodal AI Understanding and Intelligent Agents. 695-699 - Aswin Balasubramaniam
Come Fl.. Run with Me: Understanding the Utilization of Drones to Support Recreational Runners' Well Being. 700-705 - Biswesh Mohapatra
Conversational Grounding in Multimodal Dialog Systems. 706-710 - Antonius Bima Murti Wijaya
Crowd Behaviour Prediction using Visual and Location Data in Super-Crowded Scenarios. 711-715 - Arnaud Allemang-Trivalle
Enhancing Surgical Team Collaboration and Situation Awareness through Multimodal Sensing. 716-720 - Monika Gahalawat
Explainable Depression Detection using Multimodal Behavioural Cues. 721-725 - Laurent P. Mertens
Modeling Social Cognition and its Neurologic Deficits with Artificial Neural Networks. 726-730 - Cecilia Domingo
Recording multimodal pair-programming dialogue for reference resolution by conversational agents. 731-735 - Luz Alejandra Magre
Smart Garments for Immersive Home Rehabilitation Using VR. 736-740
Grand Challenges: Emotion Recognition in the Wild Challenge (EmotiW23)
- Sunan Li
Audio-Visual Group-based Emotion Recognition using Local and Global Feature Aggregation based Multi-Task Learning. 741-745 - Abhinav Dhall
EmotiW 2023: Emotion Recognition in the Wild Challenge. 746-749 - Anderson Augusma
Multimodal Group Emotion Recognition In-the-wild Using Privacy-Compliant Features. 750-754
Grand Challenges: The GENEA Challenge 2023: Full-Body Speech-Driven Gesture Generation in a Dyadic Setting
- Anna Deichler
Diffusion-Based Co-Speech Gesture Generation Using Joint Text and Audio Representation. 755-762 - Leon Harz
FEIN-Z: Autoregressive Behavior Cloning for Speech-Driven Gesture Generation. 763-771 - Zeyu Zhao
Gesture Motion Graphs for Few-Shot Speech-Driven Gesture Reenactment. 772-778 - Sicheng Yang
The DiffuseStyleGesture+ entry to the GENEA Challenge 2023. 779-785 - Vladislav Korzun
The FineMotion entry to the GENEA Challenge 2023: DeepPhase for conversational gestures generation. 786-791 - Taras Kucherenko
The GENEA Challenge 2023: A large-scale evaluation of gesture generation models in monadic and dyadic settings. 792-801 - Jonathan Windle
The UEA Digital Humans entry to the GENEA Challenge 2023. 802-810
Workshop Summaries
- Heysem Kaya
4th ICMI Workshop on Bridging Social Sciences and AI for Understanding Child Behaviour. 811-813 - Michal Muszynski
4th International Workshop on Multimodal Affect and Aesthetic Experience. 814-815 - Hiroki Tanaka
4th Workshop on Social Affective Multimodal Interaction for Health (SAMIH). 816-817 - Eleonora Ceccaldi
ACE: how Artificial Character Embodiment shapes user behaviour in multi-modal interaction. 818-819 - Zakia Hammal
Automated Assessment of Pain (AAP). 820-821 - Youngwoo Yoon
GENEA Workshop 2023: The 4th Workshop on Generation and Evaluation of Non-verbal Behaviour for Embodied Agents. 822-823 - Fabio Catania
Multimodal Conversational Agents for People with Neurodevelopmental Disorders. 824-825 - Daniel C. Tozadore
Multimodal, Interactive Interfaces for Education. 826-827 - Bernd Dudzik
The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild). 828-829
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