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)

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)

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)