5 citations · 6 across the 3 of their papers we have counts for
3 papers
Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified Framework
Natia Kukhilava, Tatia Tsmindashvili, Rapael Kalandadze +6
Electroencephalography-based Emotion Recognition (EEG-ER) has become a growing research area in recent years. Analyzing 216 papers published between 2018 and 2023, we uncover that…
MVP: Multimodal Emotion Recognition based on Video and Physiological Signals
Valeriya Strizhkova, Hadi Kachmar, Hava Chaptoukaev +9
Human emotions entail a complex set of behavioral, physiological and cognitive changes. Current state-of-the-art models fuse the behavioral and physiological components using class…
From Multimodal to Unimodal Attention in Transformers using Knowledge Distillation
Dhruv Agarwal, Tanay Agrawal, Laura M. Ferrari +1
Multimodal Deep Learning has garnered much interest, and transformers have triggered novel approaches, thanks to the cross-attention mechanism. Here we propose an approach to deal…