Efthymios Georgiou

According to our database, Efthymios Georgiou authored at least 15 papers between 2019 and 2025.

Collaborative distances:

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

2025

A Principled Framework for Multi-View Contrastive Learning.

Panagiotis Koromilas, Efthymios Georgiou, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis A. Nicolaou, Yannis Panagakis

CoRR, July, 2025

MEDUSA: A Multimodal Deep Fusion Multi-Stage Training Framework for Speech Emotion Recognition in Naturalistic Conditions.

Georgios Chatzichristodoulou, Despoina Kosmopoulou, Antonios Kritikos, Anastasia Poulopoulou, Efthymios Georgiou, Athanasios Katsamanis, Vassilis Katsouros, Alexandros Potamianos

CoRR, June, 2025

DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis.

Efthymios Georgiou, Vassilis Katsouros, Yannis Avrithis, Alexandros Potamianos

CoRR, April, 2025

2024

$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis.

Efthymios Georgiou, Yannis Avrithis, Alexandros Potamianos

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Y-Drop: A Conductance based Dropout for fully connected layers.

Efthymios Georgiou, Georgios Paraskevopoulos, Alexandros Potamianos

CoRR, 2024

2023

PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis.

Efthymios Georgiou, Yannis Avrithis, Alexandros Potamianos

CoRR, 2023

SeqAug: Sequential Feature Resampling as a modality agnostic augmentation method.

Efthymios Georgiou, Alexandros Potamianos

CoRR, 2023

2022

Alternating Objectives Generates Stronger PGD-Based Adversarial Attacks.

Nikolaos Antoniou, Efthymios Georgiou, Alexandros Potamianos

CoRR, 2022

Regotron: Regularizing the Tacotron2 Architecture Via Monotonic Alignment Loss.

Efthymios Georgiou, Kosmas Kritsis, Georgios Paraskevopoulos, Athanasios Katsamanis, Vassilis Katsouros, Alexandros Potamianos

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking.

Eleftherios Kapelonis, Efthymios Georgiou, Alexandros Potamianos

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Mmlatch: Bottom-Up Top-Down Fusion For Multimodal Sentiment Analysis.

Georgios Paraskevopoulos, Efthymios Georgiou, Alexandros Potamianos

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

AudioVisual Speech Synthesis: A brief literature review.

Efthymios Georgiou, Athanasios Katsamanis

CoRR, 2021

End-to-end Generative Zero-shot Learning via Few-shot Learning.

Georgios Chochlakis, Efthymios Georgiou, Alexandros Potamianos

CoRR, 2021

M³: MultiModal Masking Applied to Sentiment Analysis.

Efthymios Georgiou, Georgios Paraskevopoulos, Alexandros Potamianos

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2019

Deep Hierarchical Fusion with Application in Sentiment Analysis.

Efthymios Georgiou, Charilaos Papaioannou, Alexandros Potamianos

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019