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Efthymios Georgiou

Mmlatch: Bottom-Up Top-Down Fusion For Multimodal Sentiment Analysis
2022 · Georgios Paraskevopoulos, Efthymios Georgiou, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 59
Deep Hierarchical Fusion with Application in Sentiment Analysis
2019 · Efthymios Georgiou, Charilaos Papaioannou, et al. · Interspeech (USB) · 32
Multimodal Classification of Safety-Report Observations
2022 · Georgios Paraskevopoulos, Petros Pistofidis, et al. · Applied Sciences · 13
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M3: MultiModal Masking Applied to Sentiment Analysis
2021 · Efthymios Georgiou, Georgios Paraskevopoulos, et al. · Interspeech (USB) · 8
Medusa: A Multimodal Deep Fusion Multi-Stage Training Framework for Speech Emotion Recognition in Naturalistic Conditions
2025 · Georgios Chatzichristodoulou, Despoina Kosmopoulou, et al. · Interspeech (USB) · 4
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Regotron: Regularizing the Tacotron2 Architecture Via Monotonic Alignment Loss
2023 · Efthymios Georgiou, Kosmas Kritsis, et al. · IEEE Spoken Language Technology Workshop (SLT) · 4
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A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking
2022 · Eleftherios Kapelonis, Efthymios Georgiou, et al. · Interspeech (USB) · 4
Mechanistic Learning with Guided Diffusion Models to Predict Spatio-Temporal Brain Tumor Growth
2026 · Daria Laslo, Efthymios Georgiou, et al. · Lecture notes in computer science · 2
$\mathcal {P}$owMix: A Versatile Regularizer for Multimodal Sentiment Analysis
2024 · Efthymios Georgiou, Yannis Avrithis, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2
MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis
2022 · Paraskevopoulos, Georgios, Georgiou, Efthymios, et al. · arXiv (Cornell University) · 2
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Y-Drop: A Conductance based Dropout for fully connected layers
2024 · Georgiou, Efthymios, Paraskevopoulos, Georgios, et al. · arXiv (Cornell University) · 1
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Alternating Objectives Generates Stronger PGD-Based Adversarial Attacks
2022 · Antoniou, Nikolaos, Georgiou, Efthymios, et al. · arXiv (Cornell University) · 1
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End-to-end Generative Zero-shot Learning via Few-shot Learning
2021 · Chochlakis, Georgios, Georgiou, Efthymios, et al. · arXiv (Cornell University) · 1
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Attention-Aware Routing: Coupling Routing and Attention in MoEs
2026 · Kosmopoulou, Despoina, Tsetsilas, Anastasios, et al. · arXiv (Cornell University)
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The Illusion of Balanced Multimodal Sentiment Analysis: Beyond the Limits of Optimization-Based Methods
2026 · Kaffeza, Ioanna, Georgiou, Efthymios, et al. · arXiv (Cornell University)
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Deterministic Prompting for Speaker-Stable Low-Resource Greek TTS
2026 · Syllas, Georgios, Georgiou, Efthymios, et al. · arXiv (Cornell University)
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Segregate, Refine, Integrate: Decomposing Multimodal Fusion for Sentiment Analysis
2026 · Filippakopoulos, Alexios, Kallioras, Elias, et al. · arXiv (Cornell University)
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A Benchmark of (MRI-) Foundation Models to Predict IDH Mutational Status in Glioma
2026 · Hollet, Nathan, Robinson, Elise, et al. · arXiv (Cornell University)
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A Principled Framework for Multi-View Contrastive Learning
2025 · Koromilas, Panagiotis, Georgiou, Efthymios, et al. · arXiv (Cornell University)
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DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis
2025 · Georgiou, Efthymios, Katsouros, Vassilis, et al. · arXiv (Cornell University)
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Masked Diffusion Language Models with Frequency-Informed Training
2025 · Despoina Kosmopoulou, Efthymios Georgiou, et al. · BabyLM Workshop
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PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis
2023 · Georgiou, Efthymios, Avrithis, Yannis, et al. · arXiv (Cornell University)
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SeqAug: Sequential Feature Resampling as a modality agnostic augmentation method
2023 · Georgiou, Efthymios, Potamianos, Alexandros · arXiv (Cornell University)
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A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking
2022 · Kapelonis, Eleftherios, Georgiou, Efthymios, et al. · arXiv (Cornell University)
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PhAQ: Intuitive Physics Question Answering forMulti-Modal Neural Network training
2021 · Sampsakis-Bakopoulos, Myron, Paraskevopoulos, George, et al. · Zenodo (CERN European Organization for Nuclear Research)
Works count: 28
Citation count: 134
H-index: 4
I10-index: 3
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