Hayley Hung

Orcid: 0000-0001-9574-5395

According to our database1, Hayley Hung authored at least 112 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Impact of Annotation Modality on Label Quality and Model Performance in the Automatic Assessment of Laughter In-the-Wild.
IEEE Trans. Affect. Comput., 2024

How Private is Low-Frequency Speech Audio in the Wild? An Analysis of Verbal Intelligibility by Humans and Machines.
CoRR, 2024

REWIND Dataset: Privacy-preserving Speaking Status Segmentation from Multimodal Body Movement Signals in the Wild.
CoRR, 2024

The Discontent with Intent Estimation In-the-Wild: The Case for Unrealized Intentions.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023
Perceived Conversation Quality in Spontaneous Interactions.
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

How AI can Exploit Body Language to Understand Social Behaviour in the Wild.
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

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

Conversation Group Detection With Spatio-Temporal Context.
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

Social Signals and Multimedia: Past, Present, Future.
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

Insights on Group and Team Dynamics.
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

Investigating the Influence of Personal Memories on Video-Induced Emotions.
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

ConfFlow: A Tool to Encourage New Diverse Collaborations.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

No-Audio Multimodal Speech Detection Task at MediaEval 2020.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Defining and Quantifying Conversation Quality in Spontaneous Interactions.
Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020

Workshop on Interdisciplinary Insights into Group and Team Dynamics.
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

Multimodal Data Collection for Social Interaction Analysis In-the-Wild.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

CNNs and Fisher Vectors for No-Audio Multimodal Speech Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

No-Audio Multimodal Speech Detection Task at MediaEval 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

Towards automatic estimation of conversation floors within F-formations.
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

Social interaction for efficient agent learning from human reward.
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

Group Interaction Frontiers in Technology.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Discovering digital representations for remembered episodes from lifelog data.
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

Using informative behavior to increase engagement while learning from human reward.
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

Speaking status detection from body movements using transductive parameter transfer.
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

Towards Learning from Implicit Human Reward: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015
Introduction to: Special Issue on Extended Best Papers from ACM Multimedia 2014.
ACM Trans. Multim. Comput. Commun. Appl., 2015

Behavior Understanding for Arts and Entertainment.
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

Emotional and Social Signals: A Neglected Frontier in Multimedia Computing?
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

Tutorial on Emotional and Social Signals for Multimedia Research.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015


A Large-Scale Study of Agents Learning from Human Reward.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014
Detecting conversing groups with a single worn accelerometer.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Learning from human reward benefits from socio-competitive feedback.
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014

Leveraging social networks to motivate humans to train agents.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Group detection in still images by F-formation modeling: A comparative study.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Fourth international workshop on human behavior understanding (HBU 2013).
Proceedings of the ACM Multimedia Conference, 2013

Classifying social actions with a single accelerometer.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Systematic evaluation of social behaviour modelling with a single accelerometer.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Creative Applications of Human Behavior Understanding.
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

Using informative behavior to increase engagement in the tamer framework.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Trends & Controversies.
IEEE Intell. Syst., 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
Estimating Dominance in Multi-Party Meetings Using Speaker Diarization.
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

Detecting F-formations as dominant sets.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

Do they like me? Using video cues to predict desires during speed-dates.
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

Interactive Human Behavior Analysis in Open or Public Spaces.
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

Estimating Cohesion in Small Groups Using Audio-Visual Nonverbal Behavior.
IEEE Trans. Multim., 2010

Encounter (resonances).
Proceedings of the 18th International Conference on Multimedia 2010, 2010

The idiap wolf corpus: exploring group behaviour in a competitive role-playing game.
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
Modeling Dominance in Group Conversations Using Nonverbal Activity Cues.
IEEE Trans. Speech Audio Process., 2009

Visual speaker localization aided by acoustic models.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Visual activity context for focus of attention estimation in dynamic meetings.
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
Predicting the dominant clique in meetings through fusion of nonverbal cues.
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

Identifying dominant people in meetings from audio-visual sensors.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Associating audio-visual activity cues in a dominance estimation framework.
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


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