Wearable movement and physiology sensors offer lightweight, non-invasive, and ecologically valid means to monitor human activity, affective state, and social behavior. With the rise of commercially deployed devices and new wearable foundation models, opportunities for scalable human behavior analysis continue to grow. However, challenges such as personalized modeling, on-device integration, or multimodal fusion prevail, limiting in-the-wild deployment of wearable devices. The 1st Workshop on Behavioral and Emotion Analysis through wearable Technology (BEAT) aims to foster collaboration between researchers from various backgrounds (ML, HCI, biomedical engineering) around the topic of wearable devices for human behavioral analysis. The workshop will be held in Kyoto as part of the 20th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2026), taking place on May 25–29, 2026. Topics of interest include, but are not limited to:

* Machine Learning and computational models for movement and physiological wearables * Resource efficient and lightweight models * Multimodal fusion and synchronization strategies * Methods for irregularly sampled or missing data * Individual differences, personalization, and context-awareness * Ethical and privacy-preserving AI in wearable systems * Novel wearables and applications * Experimental methods for validation of wearable systems * Lab-controlled experiments and In-the-wild deployment * Datasets and Benchmarks * Responsible data management and user consent * Applications in Affective Computing / Mobile Health / Action Recognition / Social Interaction / HRI

Submission Details: (1) Main Track (Original Research): 4 up to 8-pages work (2) Non-Archival Track (Published Work): 1-page summary Important Dates: Main track:

* Paper registration deadline: March 30, 2026 * Paper submission deadline: April 3, 2026 * Notification to authors: April 15, 2026 * Camera-ready paper deadline: April 20, 2026

Non-archival track:

* Summary submission deadline: April 3, 2026 * Notification to authors: April 15, 2026

For more details, please visit our website: https://beat-workshop.github.io/ For further questions, contact us via beat-workshop@googlegroups.commailto:beat-workshop@googlegroups.com General Chairs: Louis Simon, Arianna de Vecchi, Cristina Palmero, Felix Dollack, Ting Dang, Mohamed Chetouani (modificato) beat-workshop.github.io Behavior and Emotion Analysis through wearable Technology (BEAT)https://beat-workshop.github.io/ Workshop at IEEE International Conference on Automatic Face and Gesture Recognition 2026, Kyoto, Japan