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 (IberLEF@SEPLN, 2021)

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 (MediaEval, 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 (MediaEval, 2023)

A Comprehensive Analysis of Parkinson's Disease Detection Through Inertial Signal Processing. - Manuel Gil-Martín; Sergio Esteban Romero; Fernando Fernández Martínez; Rubén San Segundo (ICAART (3), 2024)

Parkinson's Disease Detection Through Inertial Signals and Posture Insights. - Manuel Gil-Martín; Sergio Esteban Romero; Fernando Fernández Martínez; Rubén San Segundo (ICAART (3), 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 (MuSe@ACM Multimedia, 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 (MuSe@ACM Multimedia, 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 (Odyssey, 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 (IberLEF@SEPLN, 2024)

Hand Gesture Recognition Using MediaPipe Landmarks and Deep Learning Networks. - Manuel Gil-Martín; Marco Raoul Marini; Iván Martín-Fernández; Sergio Esteban Romero; Luigi Cinque (ICAART (3), 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 (ICAART (3), 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 (IVA (Adjunct), 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)