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Kleanthis Avramidis

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Evaluating Atypical Gaze Patterns through Vision Models: The Case of Cortical Visual Impairment

Feb 15, 2024
Kleanthis Avramidis, Melinda Y. Chang, Rahul Sharma, Mark S. Borchert, Shrikanth Narayanan

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Scaling Representation Learning from Ubiquitous ECG with State-Space Models

Sep 26, 2023
Kleanthis Avramidis, Dominika Kunc, Bartosz Perz, Kranti Adsul, Tiantian Feng, Przemysław Kazienko, Stanisław Saganowski, Shrikanth Narayanan

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Emotion-Aligned Contrastive Learning Between Images and Music

Aug 24, 2023
Shanti Stewart, Tiantian Feng, Kleanthis Avramidis, Shrikanth Narayanan

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Signal Processing Grand Challenge 2023 -- e-Prevention: Sleep Behavior as an Indicator of Relapses in Psychotic Patients

Apr 17, 2023
Kleanthis Avramidis, Kranti Adsul, Digbalay Bose, Shrikanth Narayanan

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On the Role of Visual Context in Enriching Music Representations

Oct 28, 2022
Kleanthis Avramidis, Shanti Stewart, Shrikanth Narayanan

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Multimodal Estimation of Change Points of Physiological Arousal in Drivers

Oct 28, 2022
Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan

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Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning

Jul 10, 2022
Kleanthis Avramidis, Mohammad Rostami, Melinda Chang, Shrikanth Narayanan

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Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation

Feb 20, 2022
Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

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Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms

Feb 13, 2021
Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

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Multiscale Fractal Analysis of Stimulated EEG Signals with Application to Emotion Classification

Oct 30, 2020
Kleanthis Avramidis, Athanasia Zlatintsi, Christos Garoufis, Petros Maragos

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