Neural portraits of perception: Reconstructing face images from evoked brain activity. - Alan S. Cowen; Marvin M. Chun; Brice A. Kuhl (NeuroImage, 2014)

GoEmotions: A Dataset of Fine-Grained Emotions. - Dorottya Demszky; Dana Movshovitz-Attias; Jeongwoo Ko; Alan S. Cowen; Gaurav Nemade; Sujith Ravi (ACL, 2020)

EEV Dataset: Predicting Expressions Evoked by Diverse Videos. - Jennifer J. Sun; Ting Liu 005; Alan S. Cowen; Florian Schroff; Hartwig Adam; Gautam Prasad (CoRR, 2020)

The ACII 2022 Affective Vocal Bursts Workshop & Competition. - Alice Baird; Panagiotis Tzirakis; Jeffrey A. Brooks; Christopher B. Gregory; Björn W. Schuller; Anton Batliner; Dacher Keltner; Alan Cowen (ACIIW, 2022)

Federated Learning for Affective Computing Tasks. - Krishna Somandepalli; Hang Qi; Brian Eoff; Alan Cowen; Kartik Audhkhasi; Josh Belanich; Brendan Jou (ACII, 2022)

State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach. - Alice Baird; Panagiotis Tzirakis; Jeffrey A. Brooks; Lauren Kim; Michael Opara; Christopher B. Gregory; Jacob Metrick; Garrett Boseck; Dacher Keltner; Alan Cowen (INTERSPEECH, 2022)

MuSe 2022 Challenge: Multimodal Humour, Emotional Reactions, and Stress. - Shahin Amiriparian; Lukas Christ; Andreas König 007; Eva-Maria Meßner; Alan Cowen; Erik Cambria; Björn W. Schuller (ACM Multimedia, 2022)

The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress. - Lukas Christ; Shahin Amiriparian; Alice Baird; Panagiotis Tzirakis; Alexander Kathan; Niklas Müller; Lukas Stappen; Eva-Maria Meßner; Andreas König 007; Alan Cowen; Erik Cambria; Björn W. Schuller (MuSe @ ACM Multimedia, 2022)

Uncovering the Nuanced Structure of Expressive Behavior Across Modalities. - Alan Cowen (MuSe @ ACM Multimedia, 2022)

The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts. - Alice Baird; Panagiotis Tzirakis; Gauthier Gidel; Marco Jiralerspong; Eilif B. Muller; Kory W. Mathewson; Björn W. Schuller; Erik Cambria; Dacher Keltner; Alan Cowen (CoRR, 2022)

The ACII 2022 Affective Vocal Bursts Workshop & Competition: Understanding a critically understudied modality of emotional expression. - Alice Baird; Panagiotis Tzirakis; Jeffrey A. Brooks; Christopher B. Gregory; Björn W. Schuller; Anton Batliner; Dacher Keltner; Alan Cowen (CoRR, 2022)

Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts. - Alice Baird; Panagiotis Tzirakis; Gauthier Gidel; Marco Jiralerspong; Eilif B. Muller; Kory W. Mathewson; Björn W. Schuller; Erik Cambria; Dacher Keltner; Alan Cowen (CoRR, 2022)

Proceedings of the ACII Affective Vocal Bursts Workshop and Competition 2022 (A-VB): Understanding a critically understudied modality of emotional expression. - Alice Baird; Panagiotis Tzirakis; Jeffrey A. Brooks; Christopher B. Gregory; Björn W. Schuller; Anton Batliner; Dacher Keltner; Alan Cowen (CoRR, 2022)

ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges. - Dimitrios Kollias; Panagiotis Tzirakis; Alice Baird; Alan Cowen; Stefanos Zafeiriou (CVPR Workshops, 2023)

Large-Scale Nonverbal Vocalization Detection Using Transformers. - Panagiotis Tzirakis; Alice Baird; Jeffrey A. Brooks; Christopher Gagne; Lauren Kim; Michael Opara; Christopher B. Gregory; Jacob Metrick; Garrett Boseck; Vineet Tiruvadi; Björn W. Schuller; Dacher Keltner; et al. (ICASSP, 2023)

Emotion Expression Estimates to Measure and Improve Multimodal Social-Affective Interactions. - Jeffrey A. Brooks; Vineet Tiruvadi; Alice Baird; Panagiotis Tzirakis; Haoqi Li; Chris Gagne 001; Moses Oh; Alan Cowen (ICMI Companion, 2023)

MuSe 2023 Challenge: Multimodal Prediction of Mimicked Emotions, Cross-Cultural Humour, and Personalised Recognition of Affects. - Shahin Amiriparian; Lukas Christ; Andreas König 007; Alan Cowen; Eva-Maria Meßner; Erik Cambria; Björn W. Schuller (ACM Multimedia, 2023)

The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. - Björn W. Schuller; Anton Batliner; Shahin Amiriparian; Alexander Barnhill; Maurice Gerczuk; Andreas Triantafyllopoulos; Alice E. Baird; Panagiotis Tzirakis; Chris Gagne 001; Alan S. Cowen; Nikola Lackovic; Marie-José Caraty; et al. (ACM Multimedia, 2023)

The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation. - Lukas Christ; Shahin Amiriparian; Alice Baird; Alexander Kathan; Niklas Müller; Steffen Klug; Chris Gagne 001; Panagiotis Tzirakis; Lukas Stappen; Eva-Maria Meßner; Andreas König 007; Alan Cowen; et al. (MuSe@ACM Multimedia, 2023)

ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges. - Dimitrios Kollias; Panagiotis Tzirakis; Alice Baird; Alan Cowen; Stefanos Zafeiriou (CoRR, 2023)

The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation. - Lukas Christ; Shahin Amiriparian; Alice Baird; Alexander Kathan; Niklas Müller; Steffen Klug; Chris Gagne 001; Panagiotis Tzirakis; Eva-Maria Meßner; Andreas König 007; Alan Cowen; Erik Cambria; et al. (CoRR, 2023)

The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition. - Dimitrios Kollias; Panagiotis Tzirakis; Alan Cowen; Stefanos Zafeiriou; Irene Kotsia; Alice Baird; Chris Gagne 001; Chunchang Shao; Guanyu Hu 003 (CVPR Workshops, 2024)

The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data. - Alice Baird; Rachel Manzelli; Panagiotis Tzirakis; Chris Gagne 001; Haoqi Li; Sadie Allen; Sander Dieleman; Brian Kulis; Shrikanth S. Narayanan; Alan Cowen (CoRR, 2024)

Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition. - Dimitrios Kollias; Panagiotis Tzirakis; Alan Cowen; Stefanos Zafeiriou; Irene Kotsia; Eric Granger; Marco Pedersoli; Simon Bacon; Alice Baird; Chris Gagne 001; Chunchang Shao; Guanyu Hu 003; et al. (CVPR Workshops, 2025)