Efthymios Georgiou

22 papers A 4Misc 1Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Principled Framework for Multi-View Contrastive Learning. CoRR Panagiotis Koromilas, Efthymios Georgiou, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis A. Nicolaou, Yannis Panagakis
2025	J	`jnl`	DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis. CoRR Efthymios Georgiou, Vassilis Katsouros, Yannis Avrithis, Alexandros Potamianos
2025	J	`jnl`	MEDUSA: A Multimodal Deep Fusion Multi-Stage Training Framework for Speech Emotion Recognition in Naturalistic Conditions. CoRR Georgios Chatzichristodoulou, Despoina Kosmopoulou, Antonios Kritikos, Anastasia Poulopoulou, Efthymios Georgiou, Athanasios Katsamanis, Vassilis Katsouros, Alexandros Potamianos
2025	J	`jnl`	Masked Diffusion Language Models with Frequency-Informed Training. CoRR Despoina Kosmopoulou, Efthymios Georgiou, Vaggelis Dorovatas, Georgios Paraskevopoulos, Alexandros Potamianos
2025	—	`conf`	Mechanistic Learning with Guided Diffusion Models to Predict Spatio-Temporal Brain Tumor Growth. LMID@MICCAI Daria Laslo, Efthymios Georgiou, Marius George Linguraru, Andreas M. Rauschecker, Sabine Mueller, Catherine R. Jutzeler, Sarah C. Brüningk
2025	J	`jnl`	Mechanistic Learning with Guided Diffusion Models to Predict Spatio-Temporal Brain Tumor Growth. CoRR Daria Laslo, Efthymios Georgiou, Marius George Linguraru, Andreas M. Rauschecker, Sabine Müller, Catherine R. Jutzeler, Sarah C. Brüningk
2025	A	`conf`	Medusa: A Multimodal Deep Fusion Multi-Stage Training Framework for Speech Emotion Recognition in Naturalistic Conditions. INTERSPEECH Georgios Chatzichristodoulou, Despoina Kosmopoulou, Antonios Kritikos, Anastasia Poulopoulou, Efthymios Georgiou, Athanasios Katsamanis, Vassilis Katsouros, Alexandros Potamianos
2024	J	`jnl`	$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. Efthymios Georgiou, Yannis Avrithis, Alexandros Potamianos
2024	J	`jnl`	Y-Drop: A Conductance based Dropout for fully connected layers. CoRR Efthymios Georgiou, Georgios Paraskevopoulos, Alexandros Potamianos
2023	J	`jnl`	PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis. CoRR Efthymios Georgiou, Yannis Avrithis, Alexandros Potamianos
2023	J	`jnl`	SeqAug: Sequential Feature Resampling as a modality agnostic augmentation method. CoRR Efthymios Georgiou, Alexandros Potamianos
2022	A	`conf`	A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking. INTERSPEECH Eleftherios Kapelonis, Efthymios Georgiou, Alexandros Potamianos
2022	J	`jnl`	A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking. CoRR Eleftherios Kapelonis, Efthymios Georgiou, Alexandros Potamianos
2022	J	`jnl`	Alternating Objectives Generates Stronger PGD-Based Adversarial Attacks. CoRR Nikolaos Antoniou, Efthymios Georgiou, Alexandros Potamianos
2022	J	`jnl`	MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis. CoRR Georgios Paraskevopoulos, Efthymios Georgiou, Alexandros Potamianos
2022	Misc	`conf`	Mmlatch: Bottom-Up Top-Down Fusion For Multimodal Sentiment Analysis. ICASSP Georgios Paraskevopoulos, Efthymios Georgiou, Alexandros Potamianos
2022	—	`conf`	Regotron: Regularizing the Tacotron2 Architecture Via Monotonic Alignment Loss. SLT Efthymios Georgiou, Kosmas Kritsis, Georgios Paraskevopoulos, Athanasios Katsamanis, Vassilis Katsouros, Alexandros Potamianos
2022	J	`jnl`	Regotron: Regularizing the Tacotron2 architecture via monotonic alignment loss. CoRR Efthymios Georgiou, Kosmas Kritsis, Georgios Paraskevopoulos, Athanasios Katsamanis, Vassilis Katsouros, Alexandros Potamianos
2021	J	`jnl`	AudioVisual Speech Synthesis: A brief literature review. CoRR Efthymios Georgiou, Athanasios Katsamanis
2021	J	`jnl`	End-to-end Generative Zero-shot Learning via Few-shot Learning. CoRR Georgios Chochlakis, Efthymios Georgiou, Alexandros Potamianos
2021	A	`conf`	M Interspeech Efthymios Georgiou, Georgios Paraskevopoulos, Alexandros Potamianos
2019	A	`conf`	Deep Hierarchical Fusion with Application in Sentiment Analysis. INTERSPEECH Efthymios Georgiou, Charilaos Papaioannou, Alexandros Potamianos