Kleanthis Avramidis

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Grand Challenge

Top Venues

ICASSP Workshops

Publications

Shanti Stewart, Kleanthis Avramidis, Tiantian Feng, Shrikanth Narayanan
Emotion-Aligned Contrastive Learning Between Images and Music. ICASSP (2024)
Jihwan Lee, Aditya Kommineni, Tiantian Feng, Kleanthis Avramidis, Xuan Shi, Sudarsana Kadiri, Shrikanth Narayanan
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals. CoRR (2024)
Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth Narayanan
Knowledge-guided EEG Representation Learning. CoRR (2024)
Angelly Cabrera, Kleanthis Avramidis, Shrikanth Narayanan
Early Detection of Coffee Leaf Rust Through Convolutional Neural Networks Trained on Low-Resolution Images. CoRR (2024)
Kleanthis Avramidis, Kranti Adsul, Digbalay Bose, Shrikanth Narayanan
Signal Processing Grand Challenge 2023 - E-Prevention: Sleep Behavior as an Indicator of Relapses in Psychotic Patients. ICASSP (2023)
Kleanthis Avramidis, Dominika Kunc, Bartosz Perz, Kranti Adsul, Tiantian Feng, Przemyslaw Kazienko, Stanislaw Saganowski, Shrikanth Narayanan
Scaling Representation Learning from Ubiquitous ECG with State-Space Models. CoRR (2023)
Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan
Multimodal Estimation Of Change Points Of Physiological Arousal During Driving. ICASSP Workshops (2023)
Kleanthis Avramidis, Kranti Adsul, Digbalay Bose, Shrikanth Narayanan
Signal Processing Grand Challenge 2023 - e-Prevention: Sleep Behavior as an Indicator of Relapses in Psychotic Patients. CoRR (2023)
Kleanthis Avramidis, Shanti Stewart, Shrikanth Narayanan
On the Role of Visual Context in Enriching Music Representations. ICASSP (2023)
Shanti Stewart, Tiantian Feng, Kleanthis Avramidis, Shrikanth Narayanan
Emotion-Aligned Contrastive Learning Between Images and Music. CoRR (2023)
Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan
Multimodal Estimation of Change Points of Physiological Arousal in Drivers. CoRR (2022)
Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos
Enhancing Affective Representations Of Music-Induced Eeg Through Multimodal Supervision And Latent Domain Adaptation. ICASSP (2022)
Kleanthis Avramidis, Mohammad Rostami, Melinda Chang, Shrikanth Narayanan
Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning. ICIP (2022)
Kleanthis Avramidis, Mohammad Rostami, Melinda Chang, Shrikanth Narayanan
Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning. CoRR (2022)
Kleanthis Avramidis, Shanti Stewart, Shrikanth Narayanan
On the Role of Visual Context in Enriching Music Representations. CoRR (2022)
Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos
Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation. CoRR (2022)
Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos
Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms. CoRR (2021)
Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos
Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms. ICASSP (2021)
Kleanthis Avramidis, Athanasia Zlatintsi, Christos Garoufis, Petros Maragos
Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition. EUSIPCO (2021)
Kleanthis Avramidis, Athanasia Zlatintsi, Christos Garoufis, Petros Maragos
Multiscale Fractal Analysis of Stimulated EEG Signals with Application to Emotion Classification. CoRR (2020)
Agelos Kratimenos, Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music. EUSIPCO (2020)
Agelos Kratimenos, Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music. CoRR (2019)