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Isaak Kavasidis

3 accepted papers

2025

EEG-Music Emotion Recognition: Challenge Overview

ICASSP 2025accepted

As our understanding of emotions continues to evolve, the ability of machines to accurately interpret and respond to emotional cues is more important than ever. Traditional methods of emotion recognition often fall short, particularly when it comes to the subtle and complex responses elicited by mus…

Cited by 0SourceScholar
2017

Deep Learning Human Mind for Automated Visual Classification

CVPR 2017oral

What if we could effectively read the mind and transfer human visual capabilities to computer vision methods? In this paper, we aim at addressing this question by developing the first visual object classifier driven by human brain signals. In particular, we employ EEG data evoked by visual object st…

Cited by 319PDFScholar
2017

Generative Adversarial Networks Conditioned by Brain Signals

ICCV 2017poster

Recent advancements in generative adversarial networks (GANs), using deep convolutional models, have supported the development of image generation techniques able to reach satisfactory levels of realism. Further improvements have been proposed to condition GANs to generate images matching a specific…

Cited by 134PDFScholar