Laura M. Ferrari

According to our database, Laura M. Ferrari authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified Framework.

Natia Kukhilava, Tatia Tsmindashvili, Raphael Kalandadze, Anchit Gupta, Sofio Katamadze, François Brémond, Laura M. Ferrari, Philipp Müller, Benedikt Emanuel Wirth

CoRR, May, 2025

2024

MVP: Multimodal Emotion Recognition Based on Video and Physiological Signals.

Valeriya Strizhkova, Hadi Kachmar, Hava Chaptoukaev, Raphael Kalandadze, Natia Kukhilava, Tatia Tsmindashvili, Nibras Abo-Alzahab, Maria A. Zuluaga, Michal Balazia, Antitza Dantcheva, François Brémond, Laura M. Ferrari

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Video Representation Learning for Conversational Facial Expression Recognition Guided by Multiple View Reconstruction.

Valeriya Strizhkova, Laura M. Ferrari, Hadi Kachmar, Antitza Dantcheva, François Brémond

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

StressID: a Multimodal Dataset for Stress Identification.

Hava Chaptoukaev, Valeriya Strizhkova, Michele Panariello, Bianca Dalpaos, Aglind Reka, Valeria Manera, Susanne Thümmler, Esma Ismailova, Nicholas W. D. Evans, François Brémond, Massimiliano Todisco, Maria A. Zuluaga, Laura M. Ferrari

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Editorial: Recognizing the state of emotion, cognition and action from physiological and behavioral signals.

Siyuan Chen, Youngjun Cho, Kun Yu, Laura M. Ferrari, François Brémond

Frontiers Comput. Sci., 2022

2021

One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring.

Laura M. Ferrari, Guy Abi Hanna, Paolo Volpe, Esma Ismailova, François Brémond, Maria A. Zuluaga

CoRR, 2021

One-class autoencoder approach for optimal electrode set identification in wearable EEG event monitoring^*.

Laura M. Ferrari, Guy Abi Hanna, Paolo Volpe, Esma Ismailova, François Brémond, Maria A. Zuluaga

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

From Multimodal to Unimodal Attention in Transformers using Knowledge Distillation.

Dhruv Agarwal, Tanay Agrawal, Laura M. Ferrari, François Brémond

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021