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Iván Martín-Fernández

Observed names: Ivan Martín-Fernández, Iván Martín Fernández, Martín Fernández, Iván, Martín-Fernández, Iván
ORCID: 0009-0004-2769-9752
Observed ORCID: 0009-0004-2769-9752
OpenAlex ID: A5093620465
Hand Gesture Recognition Using MediaPipe Landmarks and Deep Learning Networks
2025 · Manuel Gil-Martín, Marco Marini, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 17
Multimodal Audio-Language Model for Speech Emotion Recognition
2024 · Jaime Bellver, Ivan Martín-Fernández, et al. · The Speaker and Language Recognition Workshop (Odyssey) · 13
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LLM-Driven Multimodal Fusion for Human Perception Analysis
2024 · Sergio Esteban-Romero, Iván Martín-Fernández, et al. · 10
Larger Encoders, Smaller Regressors: Exploring Label Dimensionality Reduction and Multimodal Large Language Models as Feature Extractors for Predicting Social Perception
2024 · Iván Martín-Fernández, Sergio Esteban-Romero, et al. · 8
Synthesizing Olfactory Understanding: Multimodal Language Models for Image–Text Smell Matching
2025 · Sergio Esteban-Romero, Iván Martín-Fernández, et al. · Symmetry · 6
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Parameter-Efficient Adaptation of Large Vision—Language Models for Video Memorability Prediction
2025 · Iván Martín-Fernández, Sergio Esteban-Romero, et al. · Sensors · 5
Video Memorability Prediction From Jointly-learnt Semantic and Visual Features
2023 · Iván Martín-Fernández, Ricardo Kleinlein, et al. · International Workshop on Content-Based Multimedia Indexing (CBMI) · 5
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A Dataset with Bilingual TV Commands for Silent Speech Interfaces Using Electroencephalographic Signals
2026 · Mario Lobo-Alonso, Iván Martín-Fernández, et al. · Scientific Data · 1
TESSCCo
2026 · Lobo-Alonso, Mario, Rubén San Segundo, et al. · Kaggle · 1
Principled Evaluation of Multi-Label Persuasion in Advertisements with Large Vision-Language Models
2026 · Iván Martín-Fernández, Mihai Gabriel Constantin, et al. · ACM Transactions on Multimedia Computing Communications and Applications · 1
Frequency Analysis and Transfer Learning Across Different Body Sensor Locations in Parkinson’s Disease Detection Using Inertial Signals
2024 · Alejandro Rey-Díaz, Iván Martín-Fernández, et al. · International Electronic Conference on Sensors and Applications (ECSA) · 1
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Leveraging In-Domain Clip for Emotion Prediction Elicited by Artworks
2023 · Ricardo Kleinlein, Cristina Luna-Jiménez, et al. · SSRN Electronic Journal · 1
Audio System One Model: Typed Probabilistic Perception of Emotion in Speech
2026 · Bellver-Soler, Jaime, Martín-Fernández, Iván, et al. · arXiv (Cornell University)
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Emotion recognition from body movement through interpretable motion-aware sequential modeling
2026 · Sergio Esteban-Romero, Iván Martín-Fernández, et al. · Frontiers in Artificial Intelligence
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Tennis Activity Recognition Dataset
2026 · Gil-Martín, Manuel, Martín-Fernández, Iván, et al. · e-cienciaDatos
Responsible Integration of Artificial Intelligence in Electronics Education
2026 · Fernández-Martínez, Fernando, Martín-Fernández, Iván, et al. · Zenodo (CERN European Organization for Nuclear Research)
Modeling Subjective Perception in Multimedia with Large-Scale Multimodal Models
2026 · Iván Martín Fernández · UPM Digital Archive (Technical University of Madrid)
A Review of Computational Memorability: A Benchmark Framework
2026 · Mihai Gabriel Constantin, Claire-Hélène Demarty, et al. · International Journal of Computer Vision
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A comprehensive study on contrastive pre-training and fine tuning of vision and text transformers for video memorability prediction
2026 · Iván Martín-Fernández, Sergio Esteban-Romero, et al. · Multimedia Tools and Applications
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Improving Video Transformer ISLR through Confidence-Guided and Motion-Aware Frame Selection
2026 · Sergio Esteban-Romero, Iván Martín-Fernández, et al. · SSRN Electronic Journal
A Case Study on Large Visual-Language Model Attention Explainability After Adaptation Using Persuasion Strategies in Advertisements
2026 · Iván Martín-Fernández, Mihai Gabriel Constantin, et al. · Lecture notes in computer science
Optimizing Sequential Models through Temporal Landmark Selection and Normalization for Sign Language Recognition
2026 · Sergio Esteban-Romero, Iván Martín-Fernández, et al. · International Conference on Agents and Artificial Intelligence (ICAART)
Exploring the Effect of Size, Architecture and Fine-Tuning Hyperparameters on Large Visual-Language Model Adaptation for Video Memorability Prediction
2025 · David Luna-García, Iván Martín-Fernández, et al. · International Workshop on Content-Based Multimedia Indexing (CBMI)
Artificial Intelligence-based Emotion Recognition Systems to Enhance Student Motivation
2024 · José Manuel Bravo-Pacheco, Iván Martín-Fernández, et al. · ICERI proceedings
THAU-UPM at EmoSPeech-IberLEF2024: Efficient Adaptation of Mono-modal and Multi-modal Large Language Models for Automatic Speech Emotion Recognition
2024 · Esteban Romero, Sergio, Bellver Soler, Jaime, et al. · Hispana
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Works count: 28
Citation count: 69
H-index: 5
I10-index: 3
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