Hayley Hung
Orcid: 0000-0001-9574-5395
According to our database1,
Hayley Hung
authored at least 110 papers
between 2007 and 2024.
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Bibliography
2024
REWIND Dataset: Privacy-preserving Speaking Status Segmentation from Multimodal Body Movement Signals in the Wild.
CoRR, 2024
2023
IEEE Trans. Affect. Comput., 2023
Individual and Joint Body Movement Assessed by Wearable Sensing as a Predictor of Attraction in Speed Dates.
IEEE Trans. Affect. Comput., 2023
Capturing Interaction Quality in Long Duration (Simulated) Space Missions With Wearables.
IEEE Trans. Affect. Comput., 2023
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos.
IEEE Trans. Affect. Comput., 2023
ERCIM News, 2023
Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Multimodal Self-Assessed Personality Estimation During Crowded Mingle Scenarios Using Wearables Devices and Cameras.
IEEE Trans. Affect. Comput., 2022
Impact of annotation modality on label quality and model performance in the automatic assessment of laughter in-the-wild.
CoRR, 2022
No-audio speaking status detection in crowded settings via visual pose-based filtering and wearable acceleration.
CoRR, 2022
Why Did This Model Forecast This Future? Closed-Form Temporal Saliency Towards Causal Explanations of Probabilistic Forecasts.
CoRR, 2022
ConfLab: A Rich Multimodal Multisensor Dataset of Free-Standing Social Interactions In-the-Wild.
CoRR, 2022
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Multimodal Interaction, 2022
Exploring the Detection of Spontaneous Recollections during Video-viewing In-the-Wild using Facial Behavior Analysis.
Proceedings of the International Conference on Multimodal Interaction, 2022
Social Processes: Self-supervised Meta-learning Over Conversational Groups for Forecasting Nonverbal Social Cues.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
2021
On Social Involvement in Mingling Scenarios: Detecting Associates of F-Formations in Still Images.
IEEE Trans. Affect. Comput., 2021
The MatchNMingle Dataset: A Novel Multi-Sensor Resource for the Analysis of Social Interactions and Group Dynamics In-the-Wild During Free-Standing Conversations and Speed Dates.
IEEE Trans. Affect. Comput., 2021
Towards Analyzing and Predicting the Experience of Live Performances with Wearable Sensing.
IEEE Trans. Affect. Comput., 2021
Multimodal Joint Head Orientation Estimation in Interacting Groups via Proxemics and Interaction Dynamics.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Social Processes: Self-Supervised Forecasting of Nonverbal Cues in Social Conversations.
CoRR, 2021
ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility.
Proceedings of the Reproducible Research in Pattern Recognition, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Recognizing Perceived Interdependence in Face-to-Face Negotiations through Multimodal Analysis of Nonverbal Behavior.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021
Head and Body Orientation Estimation with Sparse Weak Labels in Free Standing Conversational Settings.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021
Covfee: an extensible web framework for continuous-time annotation of human behavior.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021
2020
Gestures In-The-Wild: Detecting Conversational Hand Gestures in Crowded Scenes Using a Multimodal Fusion of Bags of Video Trajectories and Body Worn Acceleration.
IEEE Trans. Multim., 2020
A Blast From the Past: Personalizing Predictions of Video-Induced Emotions using Personal Memories as Context.
CoRR, 2020
A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence.
Computer, 2020
Facial feedback for reinforcement learning: a case study and offline analysis using the TAMER framework.
Auton. Agents Multi Agent Syst., 2020
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020
A Modular Approach for Synchronized Wireless Multimodal Multisensor Data Acquisition in Highly Dynamic Social Settings.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020
Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020
Exploring Personal Memories and Video Content as Context for Facial Behavior in Predictions of Video-Induced Emotions.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020
2019
A Hierarchical Approach for Associating Body-Worn Sensors to Video Regions in Crowded Mingling Scenarios.
IEEE Trans. Multim., 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Detecting F-formations & Roles in Crowded Social Scenes with Wearables: Combining Proxemics & Dynamics using LSTMs.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019
Estimating Romantic, Social, and Sexual Attraction by Quantifying Bodily Coordination using Wearable Sensors.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019
Context in Human Emotion Perception for Automatic Affect Detection: A Survey of Audiovisual Databases.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
2018
TeamSense: Assessing Personal Affect and Group Cohesion in Small Teams through Dyadic Interaction and Behavior Analysis with Wearable Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Detecting Conversing Groups Using Social Dynamics from Wearable Acceleration: Group Size Awareness.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Improving Temporal Interpolation of Head and Body Pose using Gaussian Process Regression in a Matrix Completion Setting.
CoRR, 2018
Auton. Agents Multi Agent Syst., 2018
Transductive Parameter Transfer, Bags of Dense Trajectories and MILES for No-Audio Multimodal Speech Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
No-Audio Multimodal Speech Detection in Crowded Social Settings Task at MediaEval 2018.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018
The I in Team: Mining Personal Social Interaction Routine with Topic Models from Long-Term Team Data.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018
Using topic models to mine everyday object usage routines through connected IoT sensors.
Proceedings of the 8th International Conference on the Internet of Things, 2018
Improving Temporal Interpolation of Head and Body Pose using Gaussian Process Regression in a Matrix Completion Setting.
Proceedings of the Group Interaction Frontiers in Technology Workshop, 2018
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018
Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018
2017
Personalised models for speech detection from body movements using transductive parameter transfer.
Pers. Ubiquitous Comput., 2017
Estimating verbal expressions of task and social cohesion in meetings by quantifying paralinguistic mimicry.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
2016
Is automatic facial expression recognition of emotions coming to a dead end? The rise of the new kids on the block.
Image Vis. Comput., 2016
Detecting conversational groups in images and sequences: A robust game-theoretic approach.
Comput. Vis. Image Underst., 2016
Auton. Agents Multi Agent Syst., 2016
Who is where?: Matching People in Video to Wearable Acceleration During Crowded Mingling Events.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Estimating self-assessed personality from body movements and proximity in crowded mingling scenarios.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
Beyond F-Formations: Determining Social Involvement in Free Standing Conversing Groups from Static Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
2015
ACM Trans. Multim. Comput. Commun. Appl., 2015
ACM Trans. Interact. Intell. Syst., 2015
Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment.
ACM Trans. Interact. Intell. Syst., 2015
IEEE Multim., 2015
How Was It?: Exploiting Smartphone Sensing to Measure Implicit Audience Responses to Live Performances.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
SPENCER: A Socially Aware Service Robot for Passenger Guidance and Help in Busy Airports.
Proceedings of the Field and Service Robotics, 2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
2014
Proceedings of the 16th International Conference on Multimodal Interaction, 2014
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013
Proceedings of the ACM Multimedia Conference, 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
2012
Mining for motivation: using a single wearable accelerometer to detect people's interests.
Proceedings of the 2nd ACM international workshop on Interactive multimedia on mobile and portable devices, 2012
2011
IEEE Trans. Speech Audio Process., 2011
Move, and i will tell you who you are: detecting deceptive roles in low-quality data.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
International Workshop on Interactive Human Behavior Analysis in Open or Public Spaces.
Proceedings of the Constructing Ambient Intelligence, 2011
Proceedings of the Ambient Intelligence, 2011
2010
Dialocalization: Acoustic speaker diarization and visual localization as joint optimization problem.
ACM Trans. Multim. Comput. Commun. Appl., 2010
IEEE Trans. Multim., 2010
Proceedings of the 18th International Conference on Multimedia 2010, 2010
Proceedings of the 18th International Conference on Multimedia 2010, 2010
Speech/Non-Speech Detection in Meetings from Automatically Extracted low Resolution Visual Features.
Proceedings of the IEEE International Conference on Acoustics, 2010
Are you Awerewolf? Detecting deceptive roles and outcomes in a conversational role-playing game.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Trans. Speech Audio Process., 2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Multi-modal speaker diarization of real-world meetings using compressed-domain video features.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Investigating automatic dominance estimation in groups from visual attention and speaking activity.
Proceedings of the 10th International Conference on Multimodal Interfaces, 2008
Estimating the dominant person in multi-party conversations using speaker diarization strategies.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
Using audio and video features to classify the most dominant person in a group meeting.
Proceedings of the 15th International Conference on Multimedia 2007, 2007