Mohammad Soleymani

Yufeng Yin

CoRR, 2023

Multi-modal Facial Action Unit Detection with Large Pre-trained Models for the 5th Competition on Affective Behavior Analysis in-the-wild.

[BibT_eX]

[DOI]

CoRR, 2023

SAAML: A Framework for Semi-supervised Affective Adaptation via Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

DIVIS: Digital Interactive Victim Intake Simulator.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents, 2023

Multimodal Analysis and Assessment of Therapist Empathy in Motivational Interviews.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Platform for Situated Intelligence and OpenSense: A Tutorial on Building Multimodal Interactive Applications for Research.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2023

ASAR Dataset and Computational Model for Affective State Recognition During ARAT Assessment for Upper Extremity Stroke Survivors.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2023

A Speech Representation Anonymization Framework via Selective Noise Perturbation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Investigating the Generalizability of Physiological Characteristics of Anxiety.

[BibT_eX]

[DOI]

Emily Zhou

Maja J. Mataric

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Therapist Empathy Assessment in Motivational Interviews.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

2022

Towards Privacy-Preserving Speech Representation for Client-Side Data Sharing.

[BibT_eX]

[DOI]

CoRR, 2022

X-Norm: Exchanging Normalization Parameters for Bimodal Fusion.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2022

Self-Supervised Learning for Sentiment Analysis via Image-Text Matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

A Pre-Trained Audio-Visual Transformer for Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Speech Behavioral Markers Align on Symptom Factors in Psychological Distress.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

2021

A Survey on Neuromarketing Using EEG Signals.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2021

A Systematic Cross-Corpus Analysis of Human Reactions to Robot Conversational Failures.

[BibT_eX]

[DOI]

Dimosthenis Kontogiorgos

Joakim Gustafson

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Subject-Invariant Eeg Representation Learning For Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Self-Supervised Patch Localization for Cross-Domain Facial Action Unit Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Modeling Dynamics of Facial Behavior for Mental Health Assessment.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Speaker Turn Modeling for Dialogue Act Classification.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Multimodal Phased Transformer for Sentiment Analysis.

[BibT_eX]

[DOI]

Junyan Cheng

Iordanis Fostiropoulos

Barry W. Boehm

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Contrastive Learning for Domain Transfer in Cross-Corpus Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020

Speaker-Invariant Adversarial Domain Adaptation for Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Mitigating Biases in Multimodal Personality Assessment.

[BibT_eX]

[DOI]

Shen Yan

Di Huang

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Multimodal Automatic Coding of Client Behavior in Motivational Interviewing.

[BibT_eX]

[DOI]

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

OpenSense: A Platform for Multimodal Data Acquisition and Behavior Perception.

[BibT_eX]

[DOI]

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Multimodal Gated Information Fusion for Emotion Recognition from EEG Signals and Facial Behaviors.

[BibT_eX]

[DOI]

David Rudrauf

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Incorporating Measures of Intermodal Coordination in Automated Analysis of Infant-Mother Interaction.

[BibT_eX]

[DOI]

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Punchline Detection using Context-Aware Hierarchical Multimodal Fusion.

[BibT_eX]

[DOI]

Akshat Choube

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Machine Understanding of Emotion and Sentiment.

[BibT_eX]

[DOI]

Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020

Expression-Guided EEG Representation Learning for Emotion Recognition.

[BibT_eX]

[DOI]

David Rudrauf

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Computer-Based PTSD Assessment in VR Exposure Therapy.

[BibT_eX]

[DOI]

Proceedings of the HCI International 2020 - Late Breaking Papers: Virtual and Augmented Reality, 2020

Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction.

[BibT_eX]

[DOI]

Yipeng Zhang

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Self-Supervised Learning for Facial Action Unit Recognition through Temporal Consistency.

[BibT_eX]

[DOI]

Liupei Lu

Leili Tavabi

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Special Section on Multimodal Understanding of Social, Affective, and Subjective Attributes.

[BibT_eX]

[DOI]

Xavier Alameda-Pineda

ACM Trans. Multim. Comput. Commun. Appl., 2019

Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey.

[BibT_eX]

[DOI]

CoRR, 2019

AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.

[BibT_eX]

[DOI]

Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

Multimodal Learning for Identifying Opportunities for Empathetic Responses.

[BibT_eX]

[DOI]

Leili Tavabi

Kalin Stefanov

Setareh Nasihati Gilani

David R. Traum

Proceedings of the International Conference on Multimodal Interaction, 2019

Multimodal Analysis and Estimation of Intimate Self-Disclosure.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2019

Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Yale Song

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Multimodal analysis of user behavior and browsed content under different image search intents.

[BibT_eX]

[DOI]

Michael Riegler

Pål Halvorsen

Int. J. Multim. Inf. Retr., 2018

Behavioral and Physiological Responses to Visual Interest and Appraisals: Multimodal Analysis and Automatic Recognition.

[BibT_eX]

[DOI]

Marcello Mortillaro

Frontiers ICT, 2018

Cross-Modal Retrieval with Implicit Concept Association.

[BibT_eX]

[DOI]

Yale Song

CoRR, 2018

Cross-Corpus EEG-based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

A Data-driven Approach to Mid-level Perceptual Musical Feature Modeling.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017

Guest editorial: Multimodal sentiment analysis and mining in the wild.

[BibT_eX]

[DOI]

Björn W. Schuller

Shih-Fu Chang

Image Vis. Comput., 2017

A survey of multimodal sentiment analysis.

[BibT_eX]

[DOI]

Image Vis. Comput., 2017

The Benchmarking Initiative for Multimedia Evaluation: MediaEval 2016.

[BibT_eX]

[DOI]

IEEE Multim., 2017

Toolbox for Emotional feAture extraction from Physiological signals (TEAP).

[BibT_eX]

[DOI]

Frontiers ICT, 2017

MUSA2: First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes.

[BibT_eX]

[DOI]

Xavier Alameda-Pineda

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Multimodal Analysis of Image Search Intent: Intent Recognition in Image Search from User Behavior and Visual Content.

[BibT_eX]

[DOI]

Michael Riegler

Pål Halvorsen

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Large-scale Affective Content Analysis: Combining Media Content Features and Facial Reactions.

[BibT_eX]

[DOI]

Daniel McDuff

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Multimedia Implicit Tagging.

[BibT_eX]

[DOI]

Proceedings of the Social Signal Processing, 2017

2016

Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection.

[BibT_eX]

[DOI]

Sadjad Asghari-Esfeden

Yun Fu

IEEE Trans. Affect. Comput., 2016

Detecting Cognitive Appraisals from Facial Expressions for Interest Recognition.

[BibT_eX]

[DOI]

CoRR, 2016

Analyzing and Predicting GIF Interestingness.

[BibT_eX]

[DOI]

Michael Gygli

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Ranking Images and Videos on Visual Interestingness by Visual Sentiment Features.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Emotion in Music task: Lessons Learned.

[BibT_eX]

[DOI]

Yi-Hsuan Yang

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

2015

Guest Editorial: Challenges and Perspectives for Affective Analysis in Multimedia.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2015

VSD, a public dataset for the detection of violent scenes in movies: design, annotation, analysis and evaluation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2015

Best of affective computing and intelligent interaction 2013 in multimodal interactions.

[BibT_eX]

[DOI]

Anton Nijholt

J. Multimodal User Interfaces, 2015

ASM'15: The 1st International Workshop on Affect and Sentiment in Multimedia.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

The Quest for Visual Interest.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Recording and Analyzing Benchmarking Results: The Aims of the MediaEval Working Notes Proceedings.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Emotion in Music Task at MediaEval 2015.

[BibT_eX]

[DOI]

Yi-Hsuan Yang

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Content-based music recommendation using underlying music preference structure.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Multimodal emotion recognition in response to videos (Extended abstract).

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014

Multimodal Violence Detection in Hollywood Movies: State-of-the-Art and Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Corpus Development for Affective Video Indexing.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Emotional Analysis of Music: A Comparison of Methods.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Emotion in Music Task at MediaEval 2014.

[BibT_eX]

[DOI]

Yi-Hsuan Yang

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

MediaEval 2014: A Multimodal Approach to Drop Detection in Electronic Dance Music.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Continuous emotion detection using EEG signals and facial expressions.

[BibT_eX]

[DOI]

Sadjad Asghari-Esfeden

Yun Fu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

2013

Highlight Detection in Movie Scenes Through Inter-users, Physiological Linkage.

[BibT_eX]

[DOI]

Proceedings of the Social Media Retrieval, 2013

Crowdsourcing for multimedia research.

[BibT_eX]

[DOI]

Martha A. Larson

Proceedings of the ACM Multimedia Conference, 2013

Human behavior sensing for tag relevance assessment.

[BibT_eX]

[DOI]

Sebastian Kaltwang

Proceedings of the ACM Multimedia Conference, 2013

1000 songs for emotional analysis of music.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM international workshop on Crowdsourcing for multimedia, 2013

The MediaEval 2013 Brave New Task: Emotion in Music.

[BibT_eX]

[DOI]

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Multimedia implicit tagging using EEG signals.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

2012

Multimodal Emotion Recognition in Response to Videos.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2012

A Multimodal Database for Affect Recognition and Implicit Tagging.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2012

DEAP: A Database for Emotion Analysis ;Using Physiological Signals.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2012

The Community and the Crowd: Multimedia Benchmark Dataset Development.

[BibT_eX]

[DOI]

IEEE Multim., 2012

Human-centered implicit tagging: Overview and perspectives.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Technicolor/INRIA/Imperial College London at the MediaEval 2012 Violent Scene Detection Task.

[BibT_eX]

[DOI]

Patrick Gros

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

The MediaEval 2012 Affect Task: Violent Scenes Detection.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Expert Talk for Time Machine Session: Affective Multimedia Analysis: Introduction, Background and Perspectives.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

A Benchmarking Campaign for the Multimodal Detection of Violent Scenes in Movies.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011

Automatic tagging and geotagging in video collections and communities.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Automatic Violence Scenes Detection: A multi-modal approach.

[BibT_eX]

[DOI]

Gabin Gninkoun

Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

The MediaEval 2011 Affect Task: Violent Scenes Detection in Hollywood movies.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

Continuous emotion detection in response to music videos.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010

Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics, International Conference, 2010

2009

Affective Characterization of Movie Scenes Based on Content Analysis and Physiological Changes.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2009

Short-term emotion assessment in a recall paradigm.

[BibT_eX]

[DOI]

Int. J. Hum. Comput. Stud., 2009

Queries and tags in affect-based multimedia retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Identification of Narrative Peaks in Clips: Text Features Perform Best.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Identification of Narrative Peaks in Video Clips: Text Features Perform Best.

[BibT_eX]

[DOI]

Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

A Bayesian framework for video affective representation.

[BibT_eX]

[DOI]