Kleanthis Avramidis

According to our database, Kleanthis Avramidis authored at least 20 papers between 2020 and 2025.

Collaborative distances:

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

2025

Decoding Neural Signatures of Semantic Evaluations in Depression and Suicidality.

Woojae Jeong, Aditya Kommineni, Kleanthis Avramidis, Colin McDaniel, Donald Berry, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Dani Byrd, Assal Habibi, B. Rael Cahn, Idan A. Blank, Kristina Lerman, Dimitrios Pantazis, Sudarsana Reddy Kadiri, Takfarinas Medani, Shrikanth Narayanan, Richard M. Leahy

CoRR, July, 2025

Neural Responses to Affective Sentences Reveal Signatures of Depression.

Aditya Kommineni, Woojae Jeong, Kleanthis Avramidis, Colin McDaniel, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Kristina Lerman, Idan A. Blank, Dani Byrd, Assal Habibi, B. Rael Cahn, Sudarsana Kadiri, Takfarinas Medani, Richard M. Leahy, Shrikanth Narayanan

CoRR, June, 2025

Articulatory Feature Prediction from Surface EMG during Speech Production.

Jihwan Lee, Kevin Huang, Kleanthis Avramidis, Simon Pistrosch, Monica González Machorro, Yoonjeong Lee, Björn W. Schuller, Louis Goldstein, Shrikanth Narayanan

CoRR, May, 2025

Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements.

Kleanthis Avramidis, Woojae Jeong, Aditya Kommineni, Sudarsana Reddy Kadiri, Marcus Ma, Colin McDaniel, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Dani Byrd, Assal Habibi, B. Rael Cahn, Idan A. Blank, Kristina Lerman, Takfarinas Medani, Richard M. Leahy, Shrikanth Narayanan

CoRR, April, 2025

2024

Scaling Representation Learning From Ubiquitous ECG With State-Space Models.

Kleanthis Avramidis, Dominika Kunc, Bartosz Perz, Kranti Adsul, Tiantian Feng, Przemyslaw Kazienko, Stanislaw Saganowski, Shrikanth Narayanan

IEEE J. Biomed. Health Informatics, October, 2024

Early Detection of Coffee Leaf Rust Through Convolutional Neural Networks Trained on Low-Resolution Images.

Angelly Cabrera, Kleanthis Avramidis, Shrikanth Narayanan

CoRR, 2024

Toward Fully-End-to-End Listened Speech Decoding from EEG Signals.

Jihwan Lee, Aditya Kommineni, Tiantian Feng, Kleanthis Avramidis, Xuan Shi, Sudarsana Reddy Kadiri, Shrikanth Narayanan

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Emotion-Aligned Contrastive Learning Between Images and Music.

Shanti Stewart, Kleanthis Avramidis, Tiantian Feng, Shrikanth Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2024

Knowledge-guided EEG Representation Learning.

Aditya Kommineni, Kleanthis Avramidis, Richard M. Leahy, Shrikanth Narayanan

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

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

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

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

On the Role of Visual Context in Enriching Music Representations.

Kleanthis Avramidis, Shanti Stewart, Shrikanth Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2023

Multimodal Estimation Of Change Points Of Physiological Arousal During Driving.

Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Kleanthis Avramidis, Kranti Adsul, Digbalay Bose, Shrikanth Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Multimodal Estimation of Change Points of Physiological Arousal in Drivers.

Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan

CoRR, 2022

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

Kleanthis Avramidis, Mohammad Rostami, Melinda Chang, Shrikanth Narayanan

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Enhancing Affective Representations Of Music-Induced Eeg Through Multimodal Supervision And Latent Domain Adaptation.

Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

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

Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

Proceedings of the IEEE International Conference on Acoustics, 2021

Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition.

Kleanthis Avramidis, Athanasia Zlatintsi, Christos Garoufis, Petros Maragos

Proceedings of the 29th European Signal Processing Conference, 2021

2020

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

Kleanthis Avramidis, Athanasia Zlatintsi, Christos Garoufis, Petros Maragos

CoRR, 2020

Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music.

Agelos Kratimenos, Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos

Proceedings of the 28th European Signal Processing Conference, 2020