For an updated list check my Google Scholar.
Kleanthis Avramidis, Tiantian Feng, Madeline Parga, Aditya Kommineni, Angelly Cabrera, Gale M. Lucas, Burçin Becerik-Gerber, Shawn C. Roll, Shrikanth Narayanan
Unveiling Stress and Behavioral Patterns in Work Environments through Ubiquitous Sensing
(currently under review)
Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth Narayanan
Knowledge-guided EEG Representation Learning
arXiv preprint arXiv:2403.03222 (currently under review)
Kleanthis Avramidis, Melinda Y Chang, Rahul Sharma, Mark S Borchert, Shrikanth Narayanan
Evaluating Atypical Gaze Patterns through Vision Models, The Case of Cortical Visual Impairment
arXiv preprint arXiv:2402.09655 (currently under review)
Melinda Y Chang, Gena Heidary, Shannon Beres, Stacy L Pineles, Eric D Gaier, Ryan Gise, Mark Reid, Kleanthis Avramidis, Mohammad Rostami, Shrikanth Narayanan
Artificial Intelligence to Differentiate Pediatric Pseudopapilledema and True Papilledema on Fundus Photographs
Ophthalmology Science
Kleanthis Avramidis, Dominika Kunc, Bartosz Perz, Kranti Adsul, Tiantian Feng, Przemysław Kazienko, Stanisław Saganowski, Shrikanth Narayanan
Scaling Representation Learning from Ubiquitous ECG with State-Space Models
arXiv preprint arXiv:2309.15292 (currently under review)
Shanti Stewart, Kleanthis Avramidis, Tiantian Feng, Shrikanth Narayanan
Emotion-Aligned Contrastive Learning Between Images and Music
49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), Seoul, Korea
Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan
Multimodal Estimation Of Change Points Of Physiological Arousal During Driving
IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW 2023)
Kleanthis Avramidis, Kranti Adsul, Digbalay Bose, Shrikanth Narayanan
Sleep Behavior as an Indicator of Relapses in Psychotic Patients
48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece
Kleanthis Avramidis, Shanti Stewart, Shrikanth Narayanan
On the Role of Visual Context in Enriching Music Representations
48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece
Kleanthis Avramidis, Mohammad Rostami, Melinda Chang, Shrikanth Narayanan
Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning
29th IEEE International Conference on Image Processing (ICIP 2022), Bordeaux, France
Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi and Petros Maragos
Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation
47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), Singapore
Kleanthis Avramidis, Athanasia Zlatintsi, Christos Garoufis and Petros Maragos
Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition
29th European Signal Processing Conference (EUSIPCO 2021), Dublin, Ireland
Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi and Petros Maragos
Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms
46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021), Toronto, Canada
Agelos Kratimenos, Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi and Petros Maragos
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music
28th European Signal Processing Conference (EUSIPCO 2020), Amsterdam, Netherlands
