Theodoros Giannakopoulos
Scholar

Theodoros Giannakopoulos

Google Scholar ID: BeIoqhwAAAAJ
Principal Researcher NCSR Demokritos / Director of Machine Learning at Behavioral Signals
pattern recognitionmultimedia signal analysisaudio analysis
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Citations & Impact
All-time
Citations
3,581
 
H-index
26
 
i10-index
64
 
Publications
20
 
Co-authors
20
list available
Contact
No contact links provided.
Publications
5 items
Neural Collapse by Design: Learning Class Prototypes on the Hypersphere
2026
Cited
0
REGLUE Your Latents with Global and Local Semantics for Entangled Diffusion
2025
Cited
0
Prototypical Contrastive Learning For Improved Few-Shot Audio Classification
2025
Cited
0
A Principled Framework for Multi-View Contrastive Learning
2025
Cited
0
Contrastive and Transfer Learning for Effective Audio Fingerprinting through a Real-World Evaluation Protocol
2025
Cited
0
Resume (English only)
Co-authors
20 total
Sergios Theodoridis
Sergios Theodoridis
National and Kapodistrian University of Athens, Greece and Aalborg University Denmark
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Shrikanth (Shri) Narayanan
Shrikanth (Shri) Narayanan
University Professor and Niki & Max Nikias Chair in Engineering, University of Southern California
Co-author 6
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