Sergio Esteban Romero

According to our database, Sergio Esteban Romero authored at least 18 papers between 2021 and 2026.

Collaborative distances:

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

2026

A comprehensive study on contrastive pre-training and fine tuning of vision and text transformers for video memorability prediction.

Iván Martín-Fernández, Sergio Esteban Romero, Manuel Gil-Martín, Fernando Fernández Martínez

Multim. Tools Appl., January, 2026

A Case Study on Large Visual-Language Model Attention Explainability After Adaptation Using Persuasion Strategies in Advertisements.

Iván Martín-Fernández, Mihai Gabriel Constantin, Bogdan Ionescu, Sergio Esteban Romero, Fernando Fernández Martínez, Manuel Gil-Martín

Proceedings of the MultiMedia Modeling, 2026

Optimizing Sequential Models through Temporal Landmark Selection and Normalization for Sign Language Recognition.

Sergio Esteban Romero, Iván Martín-Fernández, Cristina Luna Jiménez, Manuel Gil-Martín, Fernando Fernández Martínez, Elisabeth André

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

A Lightweight Model for Accurate Multi-View Hand Pose Recognition.

Artur Kadyrzhanov, Sergio Esteban Romero, Manuel Gil-Martín, Marco Raoul Marini

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2025

Synthesizing Olfactory Understanding: Multimodal Language Models for Image-Text Smell Matching.

Sergio Esteban Romero, Iván Martín-Fernández, Manuel Gil-Martín, Fernando Fernández Martínez

Symmetry, 2025

LLM-Driven Multimodal Video-Text Fusion for Isolated Sign Language Recognition.

Sergio Esteban Romero, Cristina Luna Jiménez, Manuel Gil-Martín, Fernando Fernández Martínez, Elisabeth André

Proceedings of the Adjunct Proceedings of the 25th ACM International Conference on Intelligent Virtual Agents, 2025

Towards Multi-View Hand Pose Recognition Using a Fusion of Image Embeddings and Leap 2 Landmarks.

Sergio Esteban Romero, Romeo Lanzino, Marco Raoul Marini, Manuel Gil-Martín

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Hand Gesture Recognition Using MediaPipe Landmarks and Deep Learning Networks.

Manuel Gil-Martín, Marco Raoul Marini, Iván Martín-Fernández, Sergio Esteban Romero, Luigi Cinque

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Exploring the Effect of Size, Architecture and Fine-Tuning Hyperparameters on Large Visual-Language Model Adaptation for Video Memorability Prediction.

David Luna-García, Iván Martín-Fernández, Sergio Esteban Romero, Manuel Gil-Martín, Fernando Fernández Martínez

Proceedings of the International Conference on Content-Based Multimedia Indexing, 2025

2024

THAU-UPM at EmoSPeech-IberLEF2024: Efficient Adaptation of Mono-modal and Multi-modal Large Language Models for Automatic Speech Emotion Recognition.

Sergio Esteban Romero, Jaime Bellver-Soler, Iván Martín-Fernández, Manuel Gil-Martín, Luis Fernando D'Haro, Fernando Fernández Martínez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

Multimodal Audio-Language Model for Speech Emotion Recognition.

Jaime Bellver-Soler, Iván Martín-Fernández, Jose M. Bravo-Pacheco, Sergio Esteban Romero, Fernando Fernández Martínez, Luis Fernando D'Haro

Proceedings of the Odyssey 2024: The Speaker and Language Recognition Workshop, 2024

LLM-Driven Multimodal Fusion for Human Perception Analysis.

Sergio Esteban Romero, Iván Martín-Fernández, Manuel Gil-Martín, David Griol Barres, Zoraida Callejas Carrión, Fernando Fernández Martínez

Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024

Larger Encoders, Smaller Regressors: Exploring Label Dimensionality Reduction and Multimodal Large Language Models as Feature Extractors for Predicting Social Perception.

Iván Martín-Fernández, Sergio Esteban Romero, Jaime Bellver-Soler, Fernando Fernández Martínez, Manuel Gil-Martín

Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024

Parkinson's Disease Detection Through Inertial Signals and Posture Insights.

Manuel Gil-Martín, Sergio Esteban Romero, Fernando Fernández Martínez, Rubén San Segundo

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

A Comprehensive Analysis of Parkinson's Disease Detection Through Inertial Signal Processing.

Manuel Gil-Martín, Sergio Esteban Romero, Fernando Fernández Martínez, Rubén San Segundo

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Multimodal and Multilingual Olfactory Matching based on Contrastive Learning.

Sergio Esteban Romero, Iván Martín-Fernández, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez

Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

Exploring Video Transformers and Automatic Segment Selection for Memorability Prediction.

Iván Martín-Fernández, Sergio Esteban Romero, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez

Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

2021

GTH-UPM at DETOXIS-IberLEF 2021: Automatic Detection of Toxic Comments in Social Networks.

Sergio Esteban Romero, Ricardo Kleinlein, Cristina Luna Jiménez, Juan Manuel Montero, Fernando Fernández Martínez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021