Manuel Gil-Martín

34 papers B 1C 2Journal 16Unranked 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 J jnl
Hybrid Artificial Intelligence Strategies for Drone Navigation.
CoRR
Rubén San Segundo, Lucía Angulo, Manuel Gil-Martín, David Carramiñana, Ana M. Bernardos
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 J jnl
Evaluating emotional and subjective responses in synthetic art-related dialogues: A multi-stage framework with large language models.
Expert Syst. Appl.
Cristina Luna Jiménez, Manuel Gil-Martín, Luis Fernando D'Haro, Fernando Fernández Martínez, Rubén San-Segundo-Hernández
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
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 B conf
Interpreting Sign Language Recognition using Transformers and MediaPipe Landmarks.
ICMI
Cristina Luna Jiménez, Manuel Gil-Martín, Ricardo Kleinlein, Rubén San Segundo, 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
2023 J jnl
Reducing the Impact of Sensor Orientation Variability in Human Activity Recognition Using a Consistent Reference System.
Sensors
Manuel Gil-Martín, Javier López-Iniesta, Fernando Fernández Martínez, Rubén San Segundo
2023 J jnl
Sign Language Dataset for Automatic Motion Generation.
J. Imaging
María Villa-Monedero, Manuel Gil-Martín, Daniel Sáez-Trigueros, Andrzej Pomirski, Rubén San Segundo
2023 J jnl
Sign Language Motion Generation from Sign Characteristics.
Sensors
Manuel Gil-Martín, María Villa-Monedero, Andrzej Pomirski, Daniel Sáez-Trigueros, Rubén San Segundo
2023 — conf
Signal and Visual Approaches for Parkinson's Disease Detection from Spiral Drawings.
NLDL
Manuel Gil-Martín, Cristina Luna Jiménez, Fernando Fernández Martínez, Rubén San Segundo
2023 C conf
Video Memorability Prediction From Jointly-learnt Semantic and Visual Features.
CBMI
Iván Martín-Fernández, Ricardo Kleinlein, Cristina Luna Jiménez, Manuel Gil-Martín, Fernando Fernández Martínez
2022 — conf
Measuring trust at zero-acquaintance using acted-emotional videos.
IberSPEECH
Cristina Luna Jiménez, Syaheerah Lebai Lutfi, Manuel Gil-Martín, Ricardo Kleinlein, Juan Manuel Montero, Fernando Fernández Martínez
2022 J jnl
Robust Motion Biomarker for Alcohol Consumption.
IEEE Instrum. Meas. Mag.
Manuel Gil-Martín, Rubén San Segundo, Luis Fernando D'Haro, Juan Manuel Montero
2021 J jnl
Scoring Performance on the Y-Balance Test Using a Deep Learning Approach.
Sensors
Manuel Gil-Martín, William Johnston, Rubén San Segundo, Brian Caulfield
2021 J jnl
Time Analysis in Human Activity Recognition.
Neural Process. Lett.
Manuel Gil-Martín, Rubén San Segundo, Fernando Fernández Martínez, Javier Ferreiros López
2020 J jnl
Human activity recognition adapted to the type of movement.
Comput. Electr. Eng.
Manuel Gil-Martín, Rubén San Segundo, Fernando Fernández Martínez, Ricardo de Córdoba
2020 J jnl
Improving physical activity recognition using a new deep learning architecture and post-processing techniques.
Eng. Appl. Artif. Intell.
Manuel Gil-Martín, Rubén San Segundo, Fernando Fernández Martínez, Javier Ferreiros López
2020 J jnl
Robust Biometrics from Motion Wearable Sensors Using a D-vector Approach.
Neural Process. Lett.
Manuel Gil-Martín, Rubén San Segundo, Ricardo de Córdoba, José Manuel Pardo
2019 J jnl
Classification of epileptic EEG recordings using signal transforms and convolutional neural networks.
Comput. Biol. Medicine
Rubén San-Segundo-Hernández, Manuel Gil-Martín, Luis Fernando D'Haro-Enríquez, José Manuel Pardo
2019 J jnl
Estimating gravity component from accelerometers.
IEEE Instrum. Meas. Mag.
Manuel Gil-Martín, Rubén San Segundo, Syaheerah Lebai Lutfi, Alejandro Coucheiro-Limeres
2018 J jnl
Robust Human Activity Recognition using smartwatches and smartphones.
Eng. Appl. Artif. Intell.
Rubén San-Segundo-Hernández, Henrik Blunck, José Moreno-Pimentel, Allan Stisen, Manuel Gil-Martín