Michel F. Valstar

130 papers A* 13A 4B 31Journal 50Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automatic Depression Assessment using Machine Learning: A Comprehensive Survey. CoRR Siyang Song, Yupeng Huo, Shiqing Tang, Jiaee Cheong, Rui Gao, Michel F. Valstar, Hatice Gunes
2025	J	`jnl`	Coloured Petri Nets-based Approach for Modelling Effects of Variation on the Reliability of the Newborn Life Support Procedure. Reliab. Eng. Syst. Saf. Alfian Tan, Rasa Remenyte-Prescott, Joy Egede, Don Sharkey, Michel F. Valstar
2025	J	`jnl`	Human strategies for correcting 'human-robot' errors during a laundry sorting task. CoRR Pepita Barnard, Maria J. Galvez Trigo, Dominic Price, Sue Cobb, Gisela Reyes-Cruz, Gustavo Berumen, David Branson III, Mojtaba A. Khanesar, Mercedes Torres Torres, Michel F. Valstar
2025	A*	`conf`	REACT 2025: the Third Multiple Appropriate Facial Reaction Generation Challenge. ACM Multimedia Siyang Song, Micol Spitale, Xiangyu Kong, Hengde Zhu, Cheng Luo, Cristina Palmero, Germán Barquero, Sergio Escalera, Michel F. Valstar, Mohamed Daoudi, Tobias Baur, Fabien Ringeval, Andrew Howes, Elisabeth André, Hatice Gunes
2025	J	`jnl`	REACT 2025: the Third Multiple Appropriate Facial Reaction Generation Challenge. CoRR Siyang Song, Micol Spitale, Xiangyu Kong, Hengde Zhu, Cheng Luo, Cristina Palmero, Germán Barquero, Sergio Escalera, Michel F. Valstar, Mohamed Daoudi, Tobias Baur, Fabien Ringeval, Andrew Howes, Elisabeth André, Hatice Gunes
2025	J	`jnl`	Two-Stage Temporal Modelling Framework for Video-Based Depression Recognition Using Graph Representation. IEEE Trans. Affect. Comput. Jiaqi Xu, Hatice Gunes, Keerthy Kusumam, Michel F. Valstar, Siyang Song
2025	J	`jnl`	xTrace: A Facial Expressive Behaviour Analysis Tool for Continuous Affect Recognition. CoRR Mani Kumar Tellamekala, Shashank Jaiswal, Thomas J. Smith, Timur Alamev, Gary McKeown, Anthony Brown, Michel F. Valstar
2024	J	`jnl`	Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities? IEEE Trans. Affect. Comput. Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar
2024	J	`jnl`	COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Mani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar
2024	J	`jnl`	Guest Editorial: Ethics in Affective Computing. IEEE Trans. Affect. Comput. Jonathan Gratch, Gretchen Greene, Rosalind W. Picard, Lachlan Urquhart, Michel F. Valstar
2024	J	`jnl`	Loss Relaxation Strategy for Noisy Facial Video-based Automatic Depression Recognition. ACM Trans. Comput. Heal. Siyang Song, Yiming Luo, Tugba Tümer, Changzeng Fu, Michel F. Valstar, Hatice Gunes
2024	B	`conf`	REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge. FG Siyang Song, Micol Spitale, Cheng Luo, Cristina Palmero, Germán Barquero, Hengde Zhu, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
2024	J	`jnl`	REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge. CoRR Siyang Song, Micol Spitale, Cheng Luo, Cristina Palmero, Germán Barquero, Hengde Zhu, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
2023	J	`jnl`	A Transfer Learning Approach to Heatmap Regression for Action Unit Intensity Estimation. IEEE Trans. Affect. Comput. Ioanna Ntinou, Enrique Sánchez-Lozano, Adrian Bulat, Michel F. Valstar, Georgios Tzimiropoulos
2023	J	`jnl`	Learning Person-Specific Cognition From Facial Reactions for Automatic Personality Recognition. IEEE Trans. Affect. Comput. Siyang Song, Zilong Shao, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
2023	J	`jnl`	Modelling Stochastic Context of Audio-Visual Expressive Behaviour With Affective Processes. IEEE Trans. Affect. Comput. Mani Kumar Tellamekala, Timo Giesbrecht, Michel F. Valstar
2023	A*	`conf`	REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge. ACM Multimedia Siyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
2023	J	`jnl`	REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge. CoRR Siyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
2023	J	`jnl`	Self-Supervised Learning of Person-Specific Facial Dynamics for Automatic Personality Recognition. IEEE Trans. Affect. Comput. Siyang Song, Shashank Jaiswal, Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Linlin Shen, Michel F. Valstar
2022	J	`jnl`	Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities? CoRR Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar
2022	J	`jnl`	COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition. CoRR Mani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller, Elisabeth André, Timo Giesbrecht, Michel F. Valstar
2022	J	`jnl`	Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition. CoRR Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller
2022	J	`jnl`	Dimensional Affect Uncertainty Modelling for Apparent Personality Recognition. IEEE Trans. Affect. Comput. Mani Kumar Tellamekala, Timo Giesbrecht, Michel F. Valstar
2022	J	`jnl`	Spectral Representation of Behaviour Primitives for Depression Analysis. IEEE Trans. Affect. Comput. Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar
2022	—	`conf`	Time-Continuous Audiovisual Fusion with Recurrence vs Attention for In-The-Wild Affect Recognition. CVPR Workshops Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta, Michel F. Valstar, Björn W. Schuller
2021	—	`conf`	A simple baseline for evaluating Expression Transfer and Anonymisation in Video Transfer. ACII (Workshops and Demos) Gabriel Haddon-Hill, Keerthy Kusumam, Michel F. Valstar
2021	—	`conf`	ALTCAI: Enabling the Use of Embodied Conversational Agents to Deliver Informal Health Advice during Wizard of Oz Studies. CUI Maria J. Galvez Trigo, Martin Porcheron, Joy Egede, Joel E. Fischer, Adrian Hazzard, Chris Greenhalgh, Edgar Bodiaj, Michel F. Valstar
2021	A*	`conf`	Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition. CVPR Enrique Sanchez, Mani Kumar Tellamekala, Michel F. Valstar, Georgios Tzimiropoulos
2021	J	`jnl`	Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition. CoRR Enrique Sanchez, Mani Kumar Tellamekala, Michel F. Valstar, Georgios Tzimiropoulos
2021	B	`conf`	Apparent Personality Recognition from Uncertainty-Aware Facial Emotion Predictions using Conditional Latent Variable Models. FG Mani Kumar Tellamekala, Timo Giesbrecht, Michel F. Valstar
2021	B	`conf`	Design and Evaluation of Virtual Human Mediated Tasks for Assessment of Depression and Anxiety. IVA Joy O. Egede, Dominic Price, Deepa B. Krishnan, Shashank Jaiswal, Natasha Elliot, Richard F. Morriss, Maria J. Galvez Trigo, Neil Nixon, Peter Liddle, Christopher Greenhalgh, Michel F. Valstar
2021	B	`conf`	Designing an Adaptive Embodied Conversational Agent for Health Literacy: a User Study. IVA Joy Egede, Maria J. Galvez Trigo, Adrian Hazzard, Martin Porcheron, Edgar Bodiaj, Joel E. Fischer, Chris Greenhalgh, Michel F. Valstar
2021	B	`conf`	Few-Shot Learning for Postnatal Gestational Age Estimation. IJCNN Stepan Romanov, Heda Song, Michel F. Valstar, Don Sharkey, Caz Henry, Isaac Triguero, Mercedes Torres Torres
2021	J	`jnl`	Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition. CoRR Siyang Song, Zilong Shao, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
2021	A*	`conf`	Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation. ACM Multimedia Zilong Shao, Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
2021	A	`conf`	Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition. Interspeech Mani Kumar Tellamekala, Enrique Sanchez, Georgios Tzimiropoulos, Timo Giesbrecht, Michel F. Valstar
2021	J	`jnl`	Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation. CoRR Jiaqi Xu, Siyang Song, Keerthy Kusumam, Hatice Gunes, Michel F. Valstar
2020	J	`jnl`	A Transfer Learning approach to Heatmap Regression for Action Unit intensity estimation. CoRR Ioanna Ntinou, Enrique Sanchez, Adrian Bulat, Michel F. Valstar, Georgios Tzimiropoulos
2020	B	`conf`	A recurrent cycle consistency loss for progressive face-to-face synthesis. FG Enrique Sanchez, Michel F. Valstar
2020	J	`jnl`	A recurrent cycle consistency loss for progressive face-to-face synthesis. CoRR Enrique Sanchez, Michel F. Valstar
2020	B	`conf`	Audio-Visual Predictive Coding for Self-Supervised Visual Representation Learning. ICPR Mani Kumar Tellamekala, Michel F. Valstar, Michael P. Pound, Timo Giesbrecht
2020	B	`conf`	EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions. FG Joy O. Egede, Siyang Song, Temitayo A. Olugbade, Chongyang Wang, Amanda C. de C. Williams, Hongying Meng, Min S. Hane Aung, Nicholas D. Lane, Michel F. Valstar, Nadia Bianchi-Berthouze
2020	J	`jnl`	EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions. CoRR Joy Egede, Temitayo A. Olugbade, Chongyang Wang, Siyang Song, Nadia Berthouze, Michel F. Valstar, Amanda C. de C. Williams, Hongying Meng, Min Hane Aung, Nicholas D. Lane
2020	—	`conf`	NottReal: A Tool for Voice-based Wizard of Oz studies. CIU Martin Porcheron, Joel E. Fischer, Michel F. Valstar
2020	B	`conf`	Self-supervised learning of Dynamic Representations for Static Images. ICPR Siyang Song, Enrique Sanchez, Linlin Shen, Michel F. Valstar
2020	J	`jnl`	eXplainable Cooperative Machine Learning with NOVA. Künstliche Intell. Tobias Baur, Alexander Heimerl, Florian Lingenfelser, Johannes Wagner, Michel F. Valstar, Björn W. Schuller, Elisabeth André
2019	—	`conf`	AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. AVEC@MM 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
2019	J	`jnl`	AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. CoRR 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
2019	A*	`conf`	AVEC'19: Audio/Visual Emotion Challenge and Workshop. ACM Multimedia Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Maja Pantic
2019	J	`jnl`	Automatic Analysis of Facial Actions: A Survey. IEEE Trans. Affect. Comput. Brais Martínez, Michel F. Valstar, Bihan Jiang, Maja Pantic
2019	B	`conf`	Automatic Neonatal Pain Estimation: An Acute Pain in Neonates Database. ACII Joy Egede, Michel F. Valstar, Mercedes Torres Torres, Don Sharkey
2019	B	`conf`	Automatic prediction of Depression and Anxiety from behaviour and personality attributes. ACII Shashank Jaiswal, Siyang Song, Michel F. Valstar
2019	—	`conf`	Clinical Scene Segmentation with Tiny Datasets. ICCV Workshops Thomas J. Smith, Michel F. Valstar, Don Sharkey, John A. Crowe
2019	—	`conf`	Dynamic Facial Models for Video-Based Dimensional Affect Estimation. ICCV Workshops Siyang Song, Enrique Sánchez-Lozano, Mani Kumar Tellamekala, Linlin Shen, Alan Johnston, Michel F. Valstar
2019	J	`jnl`	Inferring Dynamic Representations of Facial Actions from a Still Image. CoRR Siyang Song, Enrique Sánchez-Lozano, Linlin Shen, Alan Johnston, Michel F. Valstar
2019	—	`ch.`	Multimodal databases. The Handbook of Multimodal-Multisensor Interfaces, Volume 3 (3) Michel F. Valstar
2019	J	`jnl`	Postnatal gestational age estimation of newborns using Small Sample Deep Learning. Image Vis. Comput. Mercedes Torres Torres, Michel F. Valstar, Caroline Henry, Carole Ward, Don Sharkey
2019	—	`ed.`	Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, AVEC@MM 2019, Nice, France, October 21-25, 2019 AVEC@MM Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Maja Pantic
2019	B	`conf`	Temporally Coherent Visual Representations for Dimensional Affect Recognition. ACII Mani Kumar Tellamekala, Michel F. Valstar
2019	B	`conf`	Virtual Human Questionnaire for Analysis of Depression, Anxiety and Personality. IVA Shashank Jaiswal, Michel F. Valstar, Keerthy Kusumam, Chris Greenhalgh
2018	J	`jnl`	A Functional Regression Approach to Facial Landmark Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Brais Martínez, Fernando De la Torre, Michel F. Valstar
2018	—	`conf`	A trigger-substrate model for smiling during an automated formative quiz: engagement is the substrate, not frustration. ECCE Harry J. Witchel, Harry L. Claxton, Daisy C. Holmes, Thomas T. Ranji, Joe D. Chalkley, Carlos P. Santos, Carina E. I. Westling, Michel F. Valstar, Matt Celuszak, Patrick Fagan
2018	—	`conf`	AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition. AVEC@MM Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Roddy Cowie, Heysem Kaya, Maximilian Schmitt, Shahin Amiriparian, Nicholas Cummins, Denis Lalanne, Adrien Michaud, Elvan Çiftçi, Hüseyin Güleç, Albert Ali Salah, Maja Pantic
2018	J	`jnl`	Applying Cooperative Machine Learning to Speed Up the Annotation of Social Signals in Large Multi-modal Corpora. CoRR Johannes Wagner, Tobias Baur, Yue Zhang, Michel F. Valstar, Björn W. Schuller, Elisabeth André
2018	B	`conf`	Deep Learned Cumulative Attribute Regression. FG Shashank Jaiswal, Joy Egede, Michel F. Valstar
2018	J	`jnl`	Guest Editorial: The Computational Face. IEEE Trans. Pattern Anal. Mach. Intell. Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante, Georgios Tzimiropoulos, Michel F. Valstar, Maja Pantic, Jeffrey F. Cohn, Takeo Kanade
2018	B	`conf`	Human Behaviour-Based Automatic Depression Analysis Using Hand-Crafted Statistics and Deep Learned Spectral Features. FG Siyang Song, Linlin Shen, Michel F. Valstar
2018	J	`jnl`	Introduction to the Special Section on Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild. ACM Trans. Multim. Comput. Commun. Appl. Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Jonathan Gratch, Roddy Cowie, Maja Pantic
2018	A	`conf`	Joint Action Unit localisation and intensity estimation through heatmap regression. BMVC Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Michel F. Valstar
2018	J	`jnl`	Joint Action Unit localisation and intensity estimation through heatmap regression. CoRR Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Michel F. Valstar
2018	B	`conf`	Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. IJCNN Siyang Song, Shuimei Zhang, Björn W. Schuller, Linlin Shen, Michel F. Valstar
2018	J	`jnl`	Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. CoRR Siyang Song, Shuimei Zhang, Björn W. Schuller, Linlin Shen, Michel F. Valstar
2018	B	`conf`	Predicting Folds in Poker Using Action Unit Detectors and Decision Trees. FG Doratha Vinkemeier, Michel F. Valstar, Jonathan Gratch
2018	—	`ed.`	Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, AVEC@MM 2018, Seoul, Republic of Korea, October 22, 2018 AVEC@MM Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Roddy Cowie, Maja Pantic
2018	A*	`conf`	Summary for AVEC 2018: Bipolar Disorder and Cross-Cultural Affect Recognition. ACM Multimedia Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Roddy Cowie, Maja Pantic
2018	J	`jnl`	Triple consistency loss for pairing distributions in GAN-based face synthesis. CoRR Enrique Sanchez, Michel F. Valstar
2017	—	`conf`	AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge. AVEC@ACM Multimedia Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Jonathan Gratch, Roddy Cowie, Stefan Scherer, Sharon Mozgai, Nicholas Cummins, Maximilian Schmitt, Maja Pantic
2017	B	`conf`	Automatic Detection of ADHD and ASD from Expressive Behaviour in RGBD Data. FG Shashank Jaiswal, Michel F. Valstar, Alinda Gillott, David Daley
2017	B	`conf`	Cumulative attributes for pain intensity estimation. ICMI Joy O. Egede, Michel F. Valstar
2017	B	`conf`	FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge. FG Michel F. Valstar, Enrique Sánchez-Lozano, Jeffrey F. Cohn, László A. Jeni, Jeffrey M. Girard, Zheng Zhang, Lijun Yin, Maja Pantic
2017	J	`jnl`	FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge. CoRR Michel F. Valstar, Enrique Sánchez-Lozano, Jeffrey F. Cohn, László A. Jeni, Jeffrey M. Girard, Zheng Zhang, Lijun Yin, Maja Pantic
2017	—	`ch.`	Facial Actions as Social Signals. Social Signal Processing Michel F. Valstar, Stefanos Zafeiriou, Maja Pantic
2017	B	`conf`	Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation. FG Joy Egede, Michel F. Valstar, Brais Martínez
2017	J	`jnl`	Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation. CoRR Joy Egede, Michel F. Valstar, Brais Martínez
2017	—	`ed.`	Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23 - 27, 2017 AVEC@ACM Multimedia Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Jonathan Gratch, Roddy Cowie, Maja Pantic
2017	B	`conf`	Small Sample Deep Learning for Newborn Gestational Age Estimation. FG Mercedes Torres, Michel F. Valstar, Caroline Henry, Carole Ward, Don Sharkey
2017	A*	`conf`	Summary for AVEC 2017: Real-life Depression and Affect Challenge and Workshop. ACM Multimedia Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Jonathan Gratch, Roddy Cowie, Maja Pantic
2017	B	`conf`	The NoXi database: multimodal recordings of mediated novice-expert interactions. ICMI Angelo Cafaro, Johannes Wagner, Tobias Baur, Soumia Dermouche, Mercedes Torres, Catherine Pelachaud, Elisabeth André, Michel F. Valstar
2016	—	`conf`	A CNN Cascade for Landmark Guided Semantic Part Segmentation. ECCV Workshops (3) Aaron S. Jackson, Michel F. Valstar, Georgios Tzimiropoulos
2016	J	`jnl`	A CNN Cascade for Landmark Guided Semantic Part Segmentation. CoRR Aaron S. Jackson, Michel F. Valstar, Georgios Tzimiropoulos
2016	J	`jnl`	A Functional Regression approach to Facial Landmark Tracking. CoRR Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Brais Martínez, Fernando De la Torre, Michel F. Valstar
2016	J	`jnl`	AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge. CoRR Michel F. Valstar, Jonathan Gratch, Björn W. Schuller, Fabien Ringeval, Denis Lalanne, Mercedes Torres, Stefan Scherer, Giota Stratou, Roddy Cowie, Maja Pantic
2016	—	`conf`	AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge. AVEC@ACM Multimedia Michel F. Valstar, Jonathan Gratch, Björn W. Schuller, Fabien Ringeval, Denis Lalanne, Mercedes Torres, Stefan Scherer, Giota Stratou, Roddy Cowie, Maja Pantic
2016	B	`conf`	Ask Alice: an artificial retrieval of information agent. ICMI Michel F. Valstar, Tobias Baur, Angelo Cafaro, Alexandru Ghitulescu, Blaise Potard, Johannes Wagner, Elisabeth André, Laurent Durieu, Matthew P. Aylett, Soumia Dermouche, Catherine Pelachaud, Eduardo Coutinho, Björn W. Schuller, Yue Zhang, Dirk Heylen, Mariët Theune, Jelte van Waterschoot
2016	J	`jnl`	Automatic Detection of ADHD and ASD from Expressive Behaviour in RGBD Data. CoRR Shashank Jaiswal, Michel F. Valstar, Alinda Gillott, David Daley
2016	—	`conf`	Cascaded Continuous Regression for Real-Time Incremental Face Tracking. ECCV (8) Enrique Sánchez-Lozano, Brais Martínez, Georgios Tzimiropoulos, Michel F. Valstar
2016	J	`jnl`	Cascaded Continuous Regression for Real-time Incremental Face Tracking. CoRR Enrique Sánchez-Lozano, Brais Martínez, Georgios Tzimiropoulos, Michel F. Valstar
2016	J	`jnl`	Cascaded regression with sparsified feature covariance matrix for facial landmark detection. Pattern Recognit. Lett. Enrique Sánchez-Lozano, Brais Martínez, Michel F. Valstar
2016	—	`conf`	ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016. CVPR Workshops Sergio Escalera, Mercedes Torres, Brais Martínez, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Georgios Tzimiropoulos, Ciprian A. Corneanu, Marc Oliu, Mohammad Ali Bagheri, Michel F. Valstar
2016	A	`conf`	Computational Models of Emotion, Personality, and Social Relationships for Interactions in Games: (Extended Abstract). AAMAS Andry Chowanda, Peter Blanchfield, Martin Flintham, Michel F. Valstar
2016	A	`conf`	Deep learning the dynamic appearance and shape of facial action units. WACV Shashank Jaiswal, Michel F. Valstar
2016	J	`jnl`	L Image Vis. Comput. Brais Martínez, Michel F. Valstar
2016	B	`conf`	Playing with Social and Emotional Game Companions. IVA Andry Chowanda, Martin Flintham, Peter Blanchfield, Michel F. Valstar
2016	—	`ed.`	Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, AVEC@MM 2016, Amsterdam, The Netherlands, October 16, 2016 AVEC@ACM Multimedia Michel F. Valstar, Jonathan Gratch, Björn W. Schuller, Fabien Ringeval, Roddy Cowie, Maja Pantic
2016	A*	`conf`	Summary for AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge. ACM Multimedia Michel F. Valstar, Jonathan Gratch, Björn W. Schuller, Fabien Ringeval, Roddy Cowie, Maja Pantic
2016	J	`jnl`	The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset. IEEE Trans. Affect. Comput. Min S. H. Aung, Sebastian Kaltwang, Bernardino Romera-Paredes, Brais Martínez, Aneesha Singh, Matteo Cella, Michel F. Valstar, Hongying Meng, Andrew Kemp, Moshen Shafizadeh, Aaron C. Elkins, Natalie Kanakam, Amschel de Rothschild, Nick Tyler, Paul J. Watson, Amanda C. de C. Williams, Maja Pantic, Nadia Bianchi-Berthouze
2016	—	`conf`	The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi
2016	B	`conf`	Topic Switch Models for Dialogue Management in Virtual Humans. IVA Wenjue Zhu, Andry Chowanda, Michel F. Valstar
2015	—	`conf`	AV+EC 2015: The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data. AVEC@ACM Multimedia Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Shashank Jaiswal, Erik Marchi, Denis Lalanne, Roddy Cowie, Maja Pantic
2015	A*	`conf`	AVEC 2015: The 5th International Audio/Visual Emotion Challenge and Workshop. ACM Multimedia Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Roddy Cowie, Maja Pantic
2015	B	`conf`	Building autonomous sensitive artificial listeners (Extended abstract). ACII Marc Schröder, Elisabetta Bevacqua, Roddy Cowie, Florian Eyben, Hatice Gunes, Dirk Heylen, Mark ter Maat, Gary McKeown, Sathish Pammi, Maja Pantic, Catherine Pelachaud, Björn W. Schuller, Etienne de Sevin, Michel F. Valstar, Martin Wöllmer
2015	B	`conf`	FERA 2014 chairs' welcome. FG Michel F. Valstar, Gary McKeown, Marc Mehu, Lijun Yin, Maja Pantic, Jeffrey F. Cohn
2015	A*	`conf`	Learning to Transfer: Transferring Latent Task Structures and Its Application to Person-Specific Facial Action Unit Detection. ICCV Timur R. Almaev, Brais Martínez, Michel F. Valstar
2015	—	`ed.`	Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, AVEC 2015, Brisbane, Australia, October 26, 2015 AVEC@ACM Multimedia Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Roddy Cowie, Maja Pantic
2015	A*	`conf`	TRIC-track: Tracking by Regression with Incrementally Learned Cascades. ICCV Xiaomeng Wang, Michel F. Valstar, Brais Martínez, Muhammad Haris Khan, Tony P. Pridmore
2014	J	`jnl`	A Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modeling. IEEE Trans. Cybern. Bihan Jiang, Michel F. Valstar, Brais Martínez, Maja Pantic
2014	—	`conf`	AVEC 2014: 3D Dimensional Affect and Depression Recognition Challenge. AVEC@MM Michel F. Valstar, Björn W. Schuller, Kirsty Smith, Timur R. Almaev, Florian Eyben, Jarek Krajewski, Roddy Cowie, Maja Pantic
2014	A*	`conf`	AVEC 2014: the 4th international audio/visual emotion challenge and workshop. ACM Multimedia Michel F. Valstar, Björn W. Schuller, Jarek Krajewski, Roddy Cowie, Maja Pantic
2014	—	`conf`	Automatic Behaviour Understanding in Medicine. RFMIR@ICMI Michel F. Valstar
2014	B	`conf`	ERiSA: Building Emotionally Realistic Social Game-Agents Companions. IVA Andry Chowanda, Peter Blanchfield, Martin Flintham, Michel F. Valstar
2014	—	`ed.`	Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, AVEC '14, Orlando, Florida, USA, November 7, 2014 AVEC@MM Michel F. Valstar, Björn W. Schuller, Jarek Krajewski, Roddy Cowie, Maja Pantic
2013	—	`conf`	AVEC 2013: the continuous audio/visual emotion and depression recognition challenge. AVEC@ACM Multimedia Michel F. Valstar, Björn W. Schuller, Kirsty Smith, Florian Eyben, Bihan Jiang, Sanjay Bilakhia, Sebastian Schnieder, Roddy Cowie, Maja Pantic
2013	—	`conf`	Guided Unsupervised Learning of Mode Specific Models for Facial Point Detection in the Wild. ICCV Workshops Shashank Jaiswal, Timur R. Almaev, Michel F. Valstar
2013	—	`ed.`	Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge, AVEC@ACM Multimedia 2013, Barcelona, Spain, October 21, 2013 AVEC@ACM Multimedia Björn W. Schuller, Michel F. Valstar, Roddy Cowie, Jarek Krajewski, Maja Pantic
2013	A*	`conf`	Workshop summary for the 3rd international audio/visual emotion challenge and workshop (AVEC'13). ACM Multimedia Michel F. Valstar, Björn W. Schuller, Jarek Krajewski, Roddy Cowie, Maja Pantic
2012	B	`conf`	AVEC 2012: the continuous audio/visual emotion challenge. ICMI Björn W. Schuller, Michel F. Valstar, Florian Eyben, Roddy Cowie, Maja Pantic
2011	—	`conf`	Facial Action Recognition using sparse appearance descriptors and their pyramid representations. ICCSW Bihan Jiang, Michel F. Valstar, Maja Pantic
2009	B	`conf`	A demonstration of audiovisual sensitive artificial listeners. ACII Marc Schröder, Elisabetta Bevacqua, Florian Eyben, Hatice Gunes, Dirk Heylen, Mark ter Maat, Sathish Pammi, Maja Pantic, Catherine Pelachaud, Björn W. Schuller, Etienne de Sevin, Michel F. Valstar, Martin Wöllmer
2008	—	`conf`	Multivariate Statistical Analysis of Whole Brain Structural Networks Obtained Using Probabilistic Tractography. MICCAI (1) Emma C. Robinson, Michel F. Valstar, Alexander Hammers, Anders Ericsson, A. David Edwards, Daniel Rueckert
2006	—	`conf`	Fully Automatic Facial Action Unit Detection and Temporal Analysis. CVPR Workshops Michel F. Valstar, Maja Pantic