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Mohammad Soleymani 0001

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affiliation: University of Southern California, USC Institute for Creative Technologies, Playa Vista, CA, USA
affiliation (former): University of Geneva, Switzerland
affiliation (former): Imperial College London, London, Intelligent Behaviour Understanding Group, UK

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Journal Articles

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2021
[j19]
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Vaishali Khurana, Monika Gahalawat, Pradeep Kumar, Partha Pratim Roy, Debi Prosad Dogra, Erik J. Scheme, Mohammad Soleymani:
A Survey on Neuromarketing Using EEG Signals. IEEE Trans. Cogn. Dev. Syst. 13(4): 732-749 (2021)
2019
[j18]
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Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling:
Special Section on Multimodal Understanding of Social, Affective, and Subjective Attributes. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 11:1-11:3 (2019)
2018
[j17]
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Mohammad Soleymani, Marcello Mortillaro:
Behavioral and Physiological Responses to Visual Interest and Appraisals: Multimodal Analysis and Automatic Recognition. Frontiers ICT 5: 17 (2018)
[j16]
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Mohammad Soleymani, Michael Riegler, Pål Halvorsen:
Multimodal analysis of user behavior and browsed content under different image search intents. Int. J. Multim. Inf. Retr. 7(1): 29-41 (2018)
2017
[j15]
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Mohammad Soleymani, Frank Villaro-Dixon, Thierry Pun, Guillaume Chanel:
Toolbox for Emotional feAture extraction from Physiological signals (TEAP). Frontiers ICT 4: 1 (2017)
[j14]
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Martha A. Larson, Mohammad Soleymani, Guillaume Gravier, Bogdan Ionescu, Gareth J. F. Jones:
The Benchmarking Initiative for Multimedia Evaluation: MediaEval 2016. IEEE Multim. 24(1): 93-96 (2017)
[j13]
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Mohammad Soleymani, Björn W. Schuller, Shih-Fu Chang:
Guest editorial: Multimodal sentiment analysis and mining in the wild. Image Vis. Comput. 65: 1-2 (2017)
[j12]
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Mohammad Soleymani, David García, Brendan Jou, Björn W. Schuller, Shih-Fu Chang, Maja Pantic:
A survey of multimodal sentiment analysis. Image Vis. Comput. 65: 3-14 (2017)
2016
[j11]
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Mohammad Soleymani, Sadjad Asghari-Esfeden, Yun Fu, Maja Pantic:
Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection. IEEE Trans. Affect. Comput. 7(1): 17-28 (2016)
2015
[j10]
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Mohammad Soleymani, Thierry Pun, Anton Nijholt:
Best of affective computing and intelligent interaction 2013 in multimodal interactions. J. Multimodal User Interfaces 9(1): 1-2 (2015)
[j9]
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Claire-Hélène Demarty, Cédric Penet, Mohammad Soleymani, Guillaume Gravier:
VSD, a public dataset for the detection of violent scenes in movies: design, annotation, analysis and evaluation. Multim. Tools Appl. 74(17): 7379-7404 (2015)
[j8]
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Mohammad Soleymani, Yi-Hsuan Yang, Go Irie, Alan Hanjalic:
Guest Editorial: Challenges and Perspectives for Affective Analysis in Multimedia. IEEE Trans. Affect. Comput. 6(3): 206-208 (2015)
2014
[j7]
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Mohammad Soleymani, Martha A. Larson, Thierry Pun, Alan Hanjalic:
Corpus Development for Affective Video Indexing. IEEE Trans. Multim. 16(4): 1075-1089 (2014)
2012
[j6]
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Martha A. Larson, Mohammad Soleymani, Maria Eskevich, Pavel Serdyukov, Roeland Ordelman, Gareth J. F. Jones:
The Community and the Crowd: Multimedia Benchmark Dataset Development. IEEE Multim. 19(3): 15-23 (2012)
[j5]
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Sander Koelstra, Christian Mühl, Mohammad Soleymani, Jong-Seok Lee, Ashkan Yazdani, Touradj Ebrahimi, Thierry Pun, Anton Nijholt, Ioannis Patras:
DEAP: A Database for Emotion Analysis ;Using Physiological Signals. IEEE Trans. Affect. Comput. 3(1): 18-31 (2012)
[j4]
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Mohammad Soleymani, Jeroen Lichtenauer, Thierry Pun, Maja Pantic:
A Multimodal Database for Affect Recognition and Implicit Tagging. IEEE Trans. Affect. Comput. 3(1): 42-55 (2012)
[j3]
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Mohammad Soleymani, Maja Pantic, Thierry Pun:
Multimodal Emotion Recognition in Response to Videos. IEEE Trans. Affect. Comput. 3(2): 211-223 (2012)
2009
[j2]
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Guillaume Chanel, Joep J. M. Kierkels, Mohammad Soleymani, Thierry Pun:
Short-term emotion assessment in a recall paradigm. Int. J. Hum. Comput. Stud. 67(8): 607-627 (2009)
[j1]
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Mohammad Soleymani, Guillaume Chanel, Joep J. M. Kierkels, Thierry Pun:
Affective Characterization of Movie Scenes Based on Content Analysis and Physiological Changes. Int. J. Semantic Comput. 3(2): 235-254 (2009)

Conference and Workshop Papers

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2024
[c79]
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Zhonghao Shi, Amy O'Connell, Zongjian Li, Siqi Liu, Jennifer Ayissi, Guy Hoffman, Mohammad Soleymani, Maja J. Mataric:
Build Your Own Robot Friend: An Open-Source Learning Module for Accessible and Engaging AI Education. AAAI 2024: 23137-23145
[c78]
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Yufeng Yin, Di Chang, Guoxian Song, Shen Sang, Tiancheng Zhi, Jing Liu, Linjie Luo, Mohammad Soleymani:
FG-Net: Facial Action Unit Detection with Generalizable Pyramidal Features. WACV 2024: 6087-6096
[c77]
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Di Chang, Yufeng Yin, Zongjian Li, Minh Tran, Mohammad Soleymani:
LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis. WACV 2024: 8190-8200
2023
[c76]
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Leili Tavabi, Trang Tran, Brian Borsari, Joannalyn Delacruz, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani:
Therapist Empathy Assessment in Motivational Interviews. ACII 2023: 1-8
[c75]
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Emily Zhou, Mohammad Soleymani, Maja J. Mataric:
Investigating the Generalizability of Physiological Characteristics of Anxiety. BIBM 2023: 4848-4855
[c74]
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Minh Tran, Mohammad Soleymani:
A Speech Representation Anonymization Framework via Selective Noise Perturbation. ICASSP 2023: 1-5
[c73]
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  - conf/icmi/AhmedRK023
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Tamim Ahmed, Thanassis Rikakis, Aisling Kelliher, Mohammad Soleymani:
ASAR Dataset and Computational Model for Affective State Recognition During ARAT Assessment for Upper Extremity Stroke Survivors. ICMI Companion 2023: 11-15
[c72]
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Sean Andrist, Dan Bohus, Zongjian Li, Mohammad Soleymani:
Platform for Situated Intelligence and OpenSense: A Tutorial on Building Multimodal Interactive Applications for Research. ICMI Companion 2023: 105-106
[c71]
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Trang Tran, Yufeng Yin, Leili Tavabi, Joannalyn Delacruz, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani:
Multimodal Analysis and Assessment of Therapist Empathy in Motivational Interviews. ICMI 2023: 406-415
[c70]
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Alesia Gainer, Allison Aptaker, Ron Artstein, David Cobbins, Mark G. Core, Carla Gordon, Anton Leuski, Zongjian Li, Chirag Merchant, David Nelson, Mohammad Soleymani, David R. Traum:
DIVIS: Digital Interactive Victim Intake Simulator. IVA 2023: 63:1-63:2
[c69]
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Minh Tran, Yelin Kim, Che-Chun Su, Cheng-Hao Kuo, Mohammad Soleymani:
SAAML: A Framework for Semi-supervised Affective Adaptation via Metric Learning. ACM Multimedia 2023: 6004-6015
2022
[c68]
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Larry Zhang, Jacek Kolacz, Albert A. Rizzo, Stefan Scherer, Mohammad Soleymani:
Speech Behavioral Markers Align on Symptom Factors in Psychological Distress. ACII 2022: 1-8
[c67]
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Haidong Zhu, Zhaoheng Zheng, Mohammad Soleymani, Ram Nevatia:
Self-Supervised Learning for Sentiment Analysis via Image-Text Matching. ICASSP 2022: 1710-1714
[c66]
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Minh Tran, Mohammad Soleymani:
A Pre-Trained Audio-Visual Transformer for Emotion Recognition. ICASSP 2022: 4698-4702
[c65]
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Yufeng Yin, Jiashu Xu, Tianxin Zu, Mohammad Soleymani:
X-Norm: Exchanging Normalization Parameters for Bimodal Fusion. ICMI 2022: 605-614
2021
[c64]
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  - conf/acii/YinLXXCJGS21
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Yufeng Yin, Liupei Lu, Yao Xiao, Zhi Xu, Kaijie Cai, Haonan Jiang, Jonathan Gratch, Mohammad Soleymani:
Contrastive Learning for Domain Transfer in Cross-Corpus Emotion Recognition. ACII 2021: 1-8
[c63]
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Zihao He, Leili Tavabi, Kristina Lerman, Mohammad Soleymani:
Speaker Turn Modeling for Dialogue Act Classification. EMNLP (Findings) 2021: 2150-2157
[c62]
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Junyan Cheng, Iordanis Fostiropoulos, Barry W. Boehm, Mohammad Soleymani:
Multimodal Phased Transformer for Sentiment Analysis. EMNLP (1) 2021: 2447-2458
[c61]
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Minh Tran, Ellen Bradley, Michelle Matvey, Joshua Woolley, Mohammad Soleymani:
Modeling Dynamics of Facial Behavior for Mental Health Assessment. FG 2021: 1-5
[c60]
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Yufeng Yin, Liupei Lu, Yizhen Wu, Mohammad Soleymani:
Self-Supervised Patch Localization for Cross-Domain Facial Action Unit Detection. FG 2021: 1-8
[c59]
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Soheil Rayatdoost, Yufeng Yin, David Rudrauf, Mohammad Soleymani:
Subject-Invariant Eeg Representation Learning For Emotion Recognition. ICASSP 2021: 3955-3959
[c58]
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Dimosthenis Kontogiorgos, Minh Tran, Joakim Gustafson, Mohammad Soleymani:
A Systematic Cross-Corpus Analysis of Human Reactions to Robot Conversational Failures. ICMI 2021: 112-120
2020
[c57]
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Liupei Lu, Leili Tavabi, Mohammad Soleymani:
Self-Supervised Learning for Facial Action Unit Recognition through Temporal Consistency. BMVC 2020
[c56]
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Minh Tran, Yipeng Zhang, Mohammad Soleymani:
Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction. COLING 2020: 2107-2114
[c55]
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Leili Tavabi, Anna Poon, Albert Skip Rizzo, Mohammad Soleymani:
Computer-Based PTSD Assessment in VR Exposure Therapy. HCI (46) 2020: 440-449
[c54]
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Soheil Rayatdoost, David Rudrauf, Mohammad Soleymani:
Expression-Guided EEG Representation Learning for Emotion Recognition. ICASSP 2020: 3222-3226
[c53]
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Mohammad Soleymani:
Machine Understanding of Emotion and Sentiment. ICMI Companion 2020: 206-207
[c52]
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Lauren Klein, Victor Ardulov, Yuhua Hu, Mohammad Soleymani, Alma Gharib, Barbara Thompson, Pat Levitt, Maja J. Mataric:
Incorporating Measures of Intermodal Coordination in Automated Analysis of Infant-Mother Interaction. ICMI 2020: 287-295
[c51]
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Shen Yan, Di Huang, Mohammad Soleymani:
Mitigating Biases in Multimodal Personality Assessment. ICMI 2020: 361-369
[c50]
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Leili Tavabi, Kalin Stefanov, Larry Zhang, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani:
Multimodal Automatic Coding of Client Behavior in Motivational Interviewing. ICMI 2020: 406-413
[c49]
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Yufeng Yin, Baiyu Huang, Yizhen Wu, Mohammad Soleymani:
Speaker-Invariant Adversarial Domain Adaptation for Emotion Recognition. ICMI 2020: 481-490
[c48]
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Soheil Rayatdoost, David Rudrauf, Mohammad Soleymani:
Multimodal Gated Information Fusion for Emotion Recognition from EEG Signals and Facial Behaviors. ICMI 2020: 655-659
[c47]
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  - conf/icmi/StefanovHL020
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Kalin Stefanov, Baiyu Huang, Zongjian Li, Mohammad Soleymani:
OpenSense: A Platform for Multimodal Data Acquisition and Behavior Perception. ICMI 2020: 660-664
[c46]
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Akshat Choube, Mohammad Soleymani:
Punchline Detection using Context-Aware Hierarchical Multimodal Fusion. ICMI 2020: 675-679
2019
[c45]
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Yale Song, Mohammad Soleymani:
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval. CVPR 2019: 1979-1988
[c44]
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Mohammad Soleymani, Kalin Stefanov, Sin-Hwa Kang, Jan Ondras, Jonathan Gratch:
Multimodal Analysis and Estimation of Intimate Self-Disclosure. ICMI 2019: 59-68
[c43]
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Leili Tavabi, Kalin Stefanov, Setareh Nasihati Gilani, David R. Traum, Mohammad Soleymani:
Multimodal Learning for Identifying Opportunities for Empathetic Responses. ICMI 2019: 95-104
[c42]
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Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Meßner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic:
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. AVEC@MM 2019: 3-12
2018
[c41]
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Anna Aljanaki, Mohammad Soleymani:
A Data-driven Approach to Mid-level Perceptual Musical Feature Modeling. ISMIR 2018: 615-621
[c40]
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Soheil Rayatdoost, Mohammad Soleymani:
Cross-Corpus EEG-based Emotion Recognition. MLSP 2018: 1-6
2017
[c39]
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Daniel McDuff, Mohammad Soleymani:
Large-scale Affective Content Analysis: Combining Media Content Features and Facial Reactions. FG 2017: 339-345
[c38]
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Mohammad Soleymani, Michael Riegler, Pål Halvorsen:
Multimodal Analysis of Image Search Intent: Intent Recognition in Image Search from User Behavior and Visual Content. ICMR 2017: 251-259
[c37]
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Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling:
MUSA2: First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes. ACM Multimedia 2017: 1974-1975
2016
[c36]
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Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani:
Emotion in Music task: Lessons Learned. MediaEval 2016
[c35]
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Soheil Rayatdoost, Mohammad Soleymani:
Ranking Images and Videos on Visual Interestingness by Visual Sentiment Features. MediaEval 2016
[c34]
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Michael Gygli, Mohammad Soleymani:
Analyzing and Predicting GIF Interestingness. ACM Multimedia 2016: 122-126
2015
[c33]
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Mohammad Soleymani, Maja Pantic, Thierry Pun:
Multimodal emotion recognition in response to videos (Extended abstract). ACII 2015: 491-497
[c32]
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Mohammad Soleymani, Anna Aljanaki, Frans Wiering, Remco C. Veltkamp:
Content-based music recommendation using underlying music preference structure. ICME 2015: 1-6
[c31]
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Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani:
Emotion in Music Task at MediaEval 2015. MediaEval 2015
[c30]
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Martha A. Larson, Gareth J. F. Jones, Bogdan Ionescu, Mohammad Soleymani, Guillaume Gravier:
Recording and Analyzing Benchmarking Results: The Aims of the MediaEval Working Notes Proceedings. MediaEval 2015
[c29]
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Mohammad Soleymani:
The Quest for Visual Interest. ACM Multimedia 2015: 919-922
[c28]
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Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang:
ASM'15: The 1st International Workshop on Affect and Sentiment in Multimedia. ACM Multimedia 2015: 1349
2014
[c27]
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Mohammad Soleymani, Sadjad Asghari-Esfeden, Maja Pantic, Yun Fu:
Continuous emotion detection using EEG signals and facial expressions. ICME 2014: 1-6
[c26]
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Anna Aljanaki, Mohammad Soleymani, Frans Wiering, Remco C. Veltkamp:
MediaEval 2014: A Multimodal Approach to Drop Detection in Electronic Dance Music. MediaEval 2014
[c25]
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Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani:
Emotion in Music Task at MediaEval 2014. MediaEval 2014
[c24]
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  - conf/mm/SoleymaniAYCEMSVWW14
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Mohammad Soleymani, Anna Aljanaki, Yi-Hsuan Yang, Michael N. Caro, Florian Eyben, Konstantin Markov, Björn W. Schuller, Remco C. Veltkamp, Felix Weninger, Frans Wiering:
Emotional Analysis of Music: A Comparison of Methods. ACM Multimedia 2014: 1161-1164
2013
[c23]
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Mohammad Soleymani, Maja Pantic:
Multimedia implicit tagging using EEG signals. ICME 2013: 1-6
[c22]
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Mohammad Soleymani, Michael N. Caro, Erik M. Schmidt, Yi-Hsuan Yang:
The MediaEval 2013 Brave New Task: Emotion in Music. MediaEval 2013
[c21]
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Mohammad Soleymani, Michael N. Caro, Erik M. Schmidt, Cheng-Ya Sha, Yi-Hsuan Yang:
1000 songs for emotional analysis of music. CrowdMM@ACM Multimedia 2013: 1-6
[c20]
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Mohammad Soleymani, Sebastian Kaltwang, Maja Pantic:
Human behavior sensing for tag relevance assessment. ACM Multimedia 2013: 657-660
[c19]
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Mohammad Soleymani, Martha A. Larson:
Crowdsourcing for multimedia research. ACM Multimedia 2013: 1111-1112
2012
[c18]
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Claire-Hélène Demarty, Cédric Penet, Guillaume Gravier, Mohammad Soleymani:
A Benchmarking Campaign for the Multimodal Detection of Violent Scenes in Movies. ECCV Workshops (3) 2012: 416-425
[c17]
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Mohammad Soleymani:
Expert Talk for Time Machine Session: Affective Multimedia Analysis: Introduction, Background and Perspectives. ICME 2012: 424
[c16]
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Claire-Hélène Demarty, Cédric Penet, Guillaume Gravier, Mohammad Soleymani:
The MediaEval 2012 Affect Task: Violent Scenes Detection. MediaEval 2012
[c15]
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Cédric Penet, Claire-Hélène Demarty, Mohammad Soleymani, Guillaume Gravier, Patrick Gros:
Technicolor/INRIA/Imperial College London at the MediaEval 2012 Violent Scene Detection Task. MediaEval 2012
[c14]
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Mohammad Soleymani, Maja Pantic:
Human-centered implicit tagging: Overview and perspectives. SMC 2012: 3304-3309
2011
[c13]
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Mohammad Soleymani, Sander Koelstra, Ioannis Patras, Thierry Pun:
Continuous emotion detection in response to music videos. FG 2011: 803-808
[c12]
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Claire-Hélène Demarty, Cédric Penet, Guillaume Gravier, Mohammad Soleymani:
The MediaEval 2011 Affect Task: Violent Scenes Detection in Hollywood movies. MediaEval 2011
[c11]
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Gabin Gninkoun, Mohammad Soleymani:
Automatic Violence Scenes Detection: A multi-modal approach. MediaEval 2011
[c10]
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Martha A. Larson, Mohammad Soleymani, Pavel Serdyukov, Stevan Rudinac, Christian Wartena, Vanessa Murdock, Gerald Friedland, Roeland Ordelman, Gareth J. F. Jones:
Automatic tagging and geotagging in video collections and communities. ICMR 2011: 51
2010
[c9]
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  - conf/brain/KoelstraYSMLNPEP10
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Sander Koelstra, Ashkan Yazdani, Mohammad Soleymani, Christian Mühl, Jong-Seok Lee, Anton Nijholt, Thierry Pun, Touradj Ebrahimi, Ioannis Patras:
Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos. Brain Informatics 2010: 89-100
2009
[c8]
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Mohammad Soleymani, J. Davis, Thierry Pun:
A collaborative personalized affective video retrieval system. ACII 2009: 1-2
[c7]
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Mohammad Soleymani, Joep J. M. Kierkels, Guillaume Chanel, Thierry Pun:
A Bayesian framework for video affective representation. ACII 2009: 1-7
[c6]
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Joep J. M. Kierkels, Mohammad Soleymani, Thierry Pun:
Identification of Narrative Peaks in Video Clips: Text Features Perform Best. CLEF (2) 2009: 393-400
[c5]
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Joep J. M. Kierkels, Mohammad Soleymani, Thierry Pun:
Identification of Narrative Peaks in Clips: Text Features Perform Best. CLEF (Working Notes) 2009
[c4]
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Joep J. M. Kierkels, Mohammad Soleymani, Thierry Pun:
Identification of Narrative Peaks in Clips: Text Features Perform Best. CLEF (Working Notes) 2009
[c3]
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Joep J. M. Kierkels, Mohammad Soleymani, Thierry Pun:
Queries and tags in affect-based multimedia retrieval. ICME 2009: 1436-1439
2008
[c2]
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Mohammad Soleymani, Guillaume Chanel, Joep J. M. Kierkels, Thierry Pun:
Affective Characterization of Movie Scenes Based on Multimedia Content Analysis and User's Physiological Emotional Responses. ISM 2008: 228-235
[c1]
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Mohammad Soleymani, Guillaume Chanel, Joep J. M. Kierkels, Thierry Pun:
Affective ranking of movie scenes using physiological signals and content analysis. MS 2008: 32-39

Parts in Books or Collections

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2017
[p3]
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Mohammad Soleymani, Maja Pantic:
Multimedia Implicit Tagging. Social Signal Processing 2017: 368-378
2014
[p2]
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Claire-Hélène Demarty, Cédric Penet, Bogdan Ionescu, Guillaume Gravier, Mohammad Soleymani:
Multimodal Violence Detection in Hollywood Movies: State-of-the-Art and Benchmarking. Fusion in Computer Vision 2014: 185-208
2013
[p1]
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Christophe Chênes, Guillaume Chanel, Mohammad Soleymani, Thierry Pun:
Highlight Detection in Movie Scenes Through Inter-users, Physiological Linkage. Social Media Retrieval 2013: 217-237

Editorship

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What is the meaning of the colors in the publication lists?

2018
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Sidney K. D'Mello, Panayiotis G. Georgiou, Stefan Scherer, Emily Mower Provost, Mohammad Soleymani, Marcelo Worsley:
Proceedings of the 2018 on International Conference on Multimodal Interaction, ICMI 2018, Boulder, CO, USA, October 16-20, 2018. ACM 2018 [contents]
2017
[e6]
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Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling:
Proceedings of the Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, MUSA2@MM 2017, Mountain View, CA, USA, October 27, 2017. ACM 2017, ISBN 978-1-4503-5509-4 [contents]
2015
[e5]
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Martha A. Larson, Bogdan Ionescu, Mats Sjöberg, Xavier Anguera, Johann Poignant, Michael Riegler, Maria Eskevich, Claudia Hauff, Richard F. E. Sutcliffe, Gareth J. F. Jones, Yi-Hsuan Yang, Mohammad Soleymani, Symeon Papadopoulos:
Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015. CEUR Workshop Proceedings 1436, CEUR-WS.org 2015 [contents]
[e4]
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Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang:
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, ASM 2015, Brisbane, Australia, October 30, 2015. ACM 2015, ISBN 978-1-4503-3750-2 [contents]
2014
[e3]
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Martha A. Larson, Bogdan Ionescu, Xavier Anguera, Maria Eskevich, Pavel Korshunov, Markus Schedl, Mohammad Soleymani, Georgios Petkos, Richard F. E. Sutcliffe, Jaeyoung Choi, Gareth J. F. Jones:
Working Notes Proceedings of the MediaEval 2014 Workshop, Barcelona, Catalunya, Spain, October 16-17, 2014. CEUR Workshop Proceedings 1263, CEUR-WS.org 2014 [contents]
2013
[e2]
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Martha A. Larson, Xavier Anguera, Timo Reuter, Gareth J. F. Jones, Bogdan Ionescu, Markus Schedl, Tomas Piatrik, Claudia Hauff, Mohammad Soleymani:
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, Barcelona, Spain, October 18-19, 2013. CEUR Workshop Proceedings 1043, CEUR-WS.org 2013 [contents]
2012
[e1]
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Martha A. Larson, Sebastian Schmiedeke, Pascal Kelm, Adam Rae, Vasileios Mezaris, Tomas Piatrik, Mohammad Soleymani, Florian Metze, Gareth J. F. Jones:
Working Notes Proceedings of the MediaEval 2012 Workshop, Santa Croce in Fossabanda, Pisa, Italy, October 4-5, 2012. CEUR Workshop Proceedings 927, CEUR-WS.org 2012 [contents]

Informal and Other Publications

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2024
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Zhonghao Shi, Allison O'Connell, Zongjian Li, Siqi Liu, Jennifer Ayissi, Guy Hoffman, Mohammad Soleymani, Maja J. Mataric:
Build Your Own Robot Friend: An Open-Source Learning Module for Accessible and Engaging AI Education. CoRR abs/2402.01647 (2024)
[i20]
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  - journals/corr/abs-2402-15513
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Emily Zhou, Mohammad Soleymani, Maja J. Mataric:
Investigating the Generalizability of Physiological Characteristics of Anxiety. CoRR abs/2402.15513 (2024)
[i19]
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  - journals/corr/abs-2403-09069
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Minh Tran, Di Chang, Maksim Siniukov, Mohammad Soleymani:
Dyadic Interaction Modeling for Social Behavior Generation. CoRR abs/2403.09069 (2024)
[i18]
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  - journals/corr/abs-2403-10737
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Liupei Lu, Yufeng Yin, Yuming Gu, Yizhen Wu, Pratusha Prasad, Yajie Zhao, Mohammad Soleymani:
Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection. CoRR abs/2403.10737 (2024)
2023
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  - journals/corr/abs-2303-10590
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Yufeng Yin, Minh Tran, Di Chang, Xinrui Wang, Mohammad Soleymani:
Multi-modal Facial Action Unit Detection with Large Pre-trained Models for the 5th Competition on Affective Behavior Analysis in-the-wild. CoRR abs/2303.10590 (2023)
[i16]
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  - journals/corr/abs-2308-10713
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Di Chang, Yufeng Yin, Zongjian Li, Minh Tran, Mohammad Soleymani:
LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis. CoRR abs/2308.10713 (2023)
[i15]
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  - journals/corr/abs-2308-12380
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Yufeng Yin, Di Chang, Guoxian Song, Shen Sang, Tiancheng Zhi, Jing Liu, Linjie Luo, Mohammad Soleymani:
FG-Net: Facial Action Unit Detection with Generalizable Pyramidal Features. CoRR abs/2308.12380 (2023)
[i14]
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  - journals/corr/abs-2309-02418
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Minh Tran, Yufeng Yin, Mohammad Soleymani:
Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion Recognition. CoRR abs/2309.02418 (2023)
[i13]
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  - journals/corr/abs-2311-12052
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Di Chang, Yichun Shi, Quankai Gao, Jessica Fu, Hongyi Xu, Guoxian Song, Qing Yan, Xiao Yang, Mohammad Soleymani:
MagicDance: Realistic Human Dance Video Generation with Motions & Facial Expressions Transfer. CoRR abs/2311.12052 (2023)
2022
[i12]
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  - journals/corr/abs-2201-09165
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Minh Tran, Mohammad Soleymani:
A Pre-trained Audio-Visual Transformer for Emotion Recognition. CoRR abs/2201.09165 (2022)
[i11]
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  - journals/corr/abs-2203-14171
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Minh Tran, Mohammad Soleymani:
Towards Privacy-Preserving Speech Representation for Client-Side Data Sharing. CoRR abs/2203.14171 (2022)
2021
[i10]
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  - journals/corr/abs-2108-09934
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Minh Tran, Ellen Bradley, Michelle Matvey, Joshua Woolley, Mohammad Soleymani:
Modeling Dynamics of Facial Behavior for Mental Health Assessment. CoRR abs/2108.09934 (2021)
[i9]
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  - journals/corr/abs-2109-05056
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Zihao He, Leili Tavabi, Kristina Lerman, Mohammad Soleymani:
Speaker Turn Modeling for Dialogue Act Classification. CoRR abs/2109.05056 (2021)
2020
[i8]
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  - journals/corr/abs-2011-00403
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Minh Tran, Yipeng Zhang, Mohammad Soleymani:
Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction. CoRR abs/2011.00403 (2020)
2019
[i7]
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  - journals/corr/abs-1906-04402
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Yale Song, Mohammad Soleymani:
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval. CoRR abs/1906.04402 (2019)
[i6]
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  - journals/corr/abs-1907-11510
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Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Meßner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic:
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. CoRR abs/1907.11510 (2019)
[i5]
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  - journals/corr/abs-1911-05609
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Sicheng Zhao, Shangfei Wang, Mohammad Soleymani, Dhiraj Joshi, Qiang Ji:
Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey. CoRR abs/1911.05609 (2019)
2018
[i4]
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  - journals/corr/abs-1804-04318
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Yale Song, Mohammad Soleymani:
Cross-Modal Retrieval with Implicit Concept Association. CoRR abs/1804.04318 (2018)
[i3]
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  - journals/corr/abs-1806-04903
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Anna Aljanaki, Mohammad Soleymani:
A data-driven approach to mid-level perceptual musical feature modeling. CoRR abs/1806.04903 (2018)
2016
[i2]
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  - journals/corr/Soleymani16
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Mohammad Soleymani:
Detecting Cognitive Appraisals from Facial Expressions for Interest Recognition. CoRR abs/1609.09761 (2016)
2012
[i1]
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  - journals/corr/abs-1211-5492
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Mohammad Soleymani, Martha A. Larson, Thierry Pun, Alan Hanjalic:
Corpus Development for Affective Video Indexing. CoRR abs/1211.5492 (2012)

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