Sergio Esteban Romero

18 papers C 1Journal 2Unranked 15
YearRankTypeTitle / Venue / Authors
2026 — conf
A Case Study on Large Visual-Language Model Attention Explainability After Adaptation Using Persuasion Strategies in Advertisements.
MMM (1)
Iván Martín-Fernández, Mihai Gabriel Constantin, Bogdan Ionescu, Sergio Esteban Romero, Fernando Fernández Martínez, Manuel Gil-Martín
2026 — conf
A Lightweight Model for Accurate Multi-View Hand Pose Recognition.
ICAART (3)
Artur Kadyrzhanov, Sergio Esteban Romero, Manuel Gil-Martín, Marco Raoul Marini
2026 J jnl
A comprehensive study on contrastive pre-training and fine tuning of vision and text transformers for video memorability prediction.
Multim. Tools Appl.
Iván Martín-Fernández, Sergio Esteban Romero, Manuel Gil-Martín, Fernando Fernández Martínez
2026 — conf
Optimizing Sequential Models through Temporal Landmark Selection and Normalization for Sign Language Recognition.
ICAART (3)
Sergio Esteban Romero, Iván Martín-Fernández, Cristina Luna Jiménez, Manuel Gil-Martín, Fernando Fernández Martínez, Elisabeth André
2025 C conf
Exploring the Effect of Size, Architecture and Fine-Tuning Hyperparameters on Large Visual-Language Model Adaptation for Video Memorability Prediction.
CBMI
David Luna-García, Iván Martín-Fernández, Sergio Esteban Romero, Manuel Gil-Martín, Fernando Fernández Martínez
2025 — conf
Hand Gesture Recognition Using MediaPipe Landmarks and Deep Learning Networks.
ICAART (3)
Manuel Gil-Martín, Marco Raoul Marini, Iván Martín-Fernández, Sergio Esteban Romero, Luigi Cinque
2025 — conf
LLM-Driven Multimodal Video-Text Fusion for Isolated Sign Language Recognition.
IVA (Adjunct)
Sergio Esteban Romero, Cristina Luna Jiménez, Manuel Gil-Martín, Fernando Fernández Martínez, Elisabeth André
2025 J jnl
Synthesizing Olfactory Understanding: Multimodal Language Models for Image-Text Smell Matching.
Symmetry
Sergio Esteban Romero, Iván Martín-Fernández, Manuel Gil-Martín, Fernando Fernández Martínez
2025 — conf
Towards Multi-View Hand Pose Recognition Using a Fusion of Image Embeddings and Leap 2 Landmarks.
ICAART (3)
Sergio Esteban Romero, Romeo Lanzino, Marco Raoul Marini, Manuel Gil-Martín
2024 — conf
A Comprehensive Analysis of Parkinson's Disease Detection Through Inertial Signal Processing.
ICAART (3)
Manuel Gil-Martín, Sergio Esteban Romero, Fernando Fernández Martínez, Rubén San Segundo
2024 — conf
LLM-Driven Multimodal Fusion for Human Perception Analysis.
MuSe@ACM Multimedia
Sergio Esteban Romero, Iván Martín-Fernández, Manuel Gil-Martín, David Griol Barres, Zoraida Callejas Carrión, Fernando Fernández Martínez
2024 — conf
Larger Encoders, Smaller Regressors: Exploring Label Dimensionality Reduction and Multimodal Large Language Models as Feature Extractors for Predicting Social Perception.
MuSe@ACM Multimedia
Iván Martín-Fernández, Sergio Esteban Romero, Jaime Bellver-Soler, Fernando Fernández Martínez, Manuel Gil-Martín
2024 — conf
Multimodal Audio-Language Model for Speech Emotion Recognition.
Odyssey
Jaime Bellver-Soler, Iván Martín-Fernández, Jose M. Bravo-Pacheco, Sergio Esteban Romero, Fernando Fernández Martínez, Luis Fernando D'Haro
2024 — conf
Parkinson's Disease Detection Through Inertial Signals and Posture Insights.
ICAART (3)
Manuel Gil-Martín, Sergio Esteban Romero, Fernando Fernández Martínez, Rubén San Segundo
2024 — conf
THAU-UPM at EmoSPeech-IberLEF2024: Efficient Adaptation of Mono-modal and Multi-modal Large Language Models for Automatic Speech Emotion Recognition.
IberLEF@SEPLN
Sergio Esteban Romero, Jaime Bellver-Soler, Iván Martín-Fernández, Manuel Gil-Martín, Luis Fernando D'Haro, Fernando Fernández Martínez
2023 — conf
Exploring Video Transformers and Automatic Segment Selection for Memorability Prediction.
MediaEval
Iván Martín-Fernández, Sergio Esteban Romero, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez
2023 — conf
Multimodal and Multilingual Olfactory Matching based on Contrastive Learning.
MediaEval
Sergio Esteban Romero, Iván Martín-Fernández, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez
2021 — conf
GTH-UPM at DETOXIS-IberLEF 2021: Automatic Detection of Toxic Comments in Social Networks.
IberLEF@SEPLN
Sergio Esteban Romero, Ricardo Kleinlein, Cristina Luna Jiménez, Juan Manuel Montero, Fernando Fernández Martínez