Iván Martín-Fernández

According to our database, Iván Martín-Fernández authored at least 14 papers between 2023 and 2026.

Collaborative distances:

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

2026

A Review of Computational Memorability: A Benchmark Framework.

Mihai Gabriel Constantin, Claire-Hélène Demarty, Camilo Fosco, Sebastian Halder, Graham Healy, Bogdan Ionescu, Stefan Valentin Luncanu, Iván Martín-Fernández, Ana Matran-Fernandez, Rukiye Savran Kiziltepe, Alan F. Smeaton, Liviu-Daniel Stefan, Lorin Sweeney, Alba García Seco de Herrera

Int. J. Comput. Vis., June, 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

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

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

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

Video Memorability Prediction From Jointly-learnt Semantic and Visual Features.

Iván Martín-Fernández, Ricardo Kleinlein, Cristina Luna Jiménez, Manuel Gil-Martín, Fernando Fernández Martínez

Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023