publications

2025

1. 

   Enhancing few-shot object detection through pseudo-label mining

   Pablo Garcia-Fernandez, Daniel Cores, and Manuel Mucientes

   Image and Vision Computing, 2025

   Bib Code

   @article{garcia2025enhancing,
     title = {Enhancing few-shot object detection through pseudo-label mining},
     author = {Garcia-Fernandez, Pablo and Cores, Daniel and Mucientes, Manuel},
     journal = {Image and Vision Computing},
     volume = {154},
     pages = {105379},
     year = {2025},
     publisher = {Elsevier}
   }

2. 

   A fine-tuning approach based on spatio-temporal features for few-shot video object detection

   Daniel Cores, Lorenzo Seidenari, Alberto Del Bimbo, Vı́ctor M Brea, and Manuel Mucientes

   Engineering Applications of Artificial Intelligence, 2025

   Bib

   @article{cores2025fine,
     title = {A fine-tuning approach based on spatio-temporal features for few-shot video object detection},
     author = {Cores, Daniel and Seidenari, Lorenzo and Del Bimbo, Alberto and Brea, V{\'\i}ctor M and Mucientes, Manuel},
     journal = {Engineering Applications of Artificial Intelligence},
     volume = {146},
     pages = {110198},
     year = {2025},
     publisher = {Elsevier}
   }

3. 

   Superpowering Open-Vocabulary Object Detectors for X-ray Vision

   Pablo Garcia-Fernandez, Lorenzo Vaquero, Mingxuan Liu, Feng Xue, Daniel Cores, Nicu Sebe, Manuel Mucientes, and Elisa Ricci

   arXiv preprint arXiv:2503.17071, 2025

   Bib PDF Code

   @article{garcia2025superpowering,
     title = {Superpowering Open-Vocabulary Object Detectors for X-ray Vision},
     author = {Garcia-Fernandez, Pablo and Vaquero, Lorenzo and Liu, Mingxuan and Xue, Feng and Cores, Daniel and Sebe, Nicu and Mucientes, Manuel and Ricci, Elisa},
     journal = {arXiv preprint arXiv:2503.17071},
     year = {2025}
   }

2024

1. 

   Lost in Time: A New Temporal Benchmark for VideoLLMs

   Daniel Cores, Michael Dorkenwald, Manuel Mucientes, Cees GM Snoek, and Yuki M Asano

   arXiv preprint arXiv:2410.07752, 2024

   Bib PDF Code Website

   @article{cores2024tvbench,
     title = {Lost in Time: A New Temporal Benchmark for VideoLLMs},
     author = {Cores, Daniel and Dorkenwald, Michael and Mucientes, Manuel and Snoek, Cees GM and Asano, Yuki M},
     journal = {arXiv preprint arXiv:2410.07752},
     year = {2024}
   }

2023

1. 

   A full data augmentation pipeline for small object detection based on generative adversarial networks

   Brais Bosquet, Daniel Cores, Lorenzo Seidenari, Vı́ctor M Brea, Manuel Mucientes, and Alberto Del Bimbo

   Pattern Recognition, 2023

   Bib PDF

   @article{bosquet2023full,
     title = {A full data augmentation pipeline for small object detection based on generative adversarial networks},
     author = {Bosquet, Brais and Cores, Daniel and Seidenari, Lorenzo and Brea, V{\'\i}ctor M and Mucientes, Manuel and Del Bimbo, Alberto},
     journal = {Pattern Recognition},
     volume = {133},
     pages = {108998},
     year = {2023},
     publisher = {Elsevier}
   }

2. 

   Spatiotemporal tubelet feature aggregation and object linking for small object detection in videos

   Daniel Cores, Victor M Brea, and Manuel Mucientes

   Applied Intelligence, 2023

   Bib PDF

   @article{cores2023spatiotemporal,
     title = {Spatiotemporal tubelet feature aggregation and object linking for small object detection in videos},
     author = {Cores, Daniel and Brea, Victor M and Mucientes, Manuel},
     journal = {Applied Intelligence},
     volume = {53},
     number = {1},
     pages = {1205--1217},
     year = {2023},
     publisher = {Springer}
   }

3. 

   Few-Shot Image Classification for Automatic COVID-19 Diagnosis

   Daniel Cores, Nicolás Vila-Blanco, Manuel Mucientes, and Marı́a J Carreira

   In Iberian Conference on Pattern Recognition and Image Analysis, 2023

   Bib

   @inproceedings{cores2023few,
     highlight = {Oral},
     title = {Few-Shot Image Classification for Automatic COVID-19 Diagnosis},
     author = {Cores, Daniel and Vila-Blanco, Nicol{\'a}s and Mucientes, Manuel and Carreira, Mar{\'\i}a J},
     booktitle = {Iberian Conference on Pattern Recognition and Image Analysis},
     pages = {545--556},
     year = {2023},
     organization = {Springer}
   }

4. 

   Downsampling GAN for Small Object Data Augmentation

   Daniel Cores, Vı́ctor M Brea, Manuel Mucientes, Lorenzo Seidenari, and Alberto Del Bimbo

   In International Conference on Computer Analysis of Images and Patterns, 2023

   Bib

   @inproceedings{cores2023downsampling,
     highlight = {Oral},
     title = {Downsampling GAN for Small Object Data Augmentation},
     author = {Cores, Daniel and Brea, V{\'\i}ctor M and Mucientes, Manuel and Seidenari, Lorenzo and Del Bimbo, Alberto},
     booktitle = {International Conference on Computer Analysis of Images and Patterns},
     pages = {89--98},
     year = {2023},
     organization = {Springer}
   }

5. 

   Relation networks for few-shot video object detection

   Daniel Cores, Lorenzo Seidenari, Alberto Del Bimbo, Vı́ctor M Brea, and Manuel Mucientes

   In Iberian Conference on Pattern Recognition and Image Analysis, 2023

   Bib

   @inproceedings{cores2023relation,
     highlight = {Oral},
     title = {Relation networks for few-shot video object detection},
     author = {Cores, Daniel and Seidenari, Lorenzo and Bimbo, Alberto Del and Brea, V{\'\i}ctor M and Mucientes, Manuel},
     booktitle = {Iberian Conference on Pattern Recognition and Image Analysis},
     pages = {238--248},
     year = {2023},
     organization = {Springer}
   }

2022

1. 

   A few-shot approach for COVID-19 screening in standard and portable chest X-ray images

   Daniel Cores, Nicolás Vila-Blanco, Marı́a Pérez-Alarcón, Anxo Martı́nez-de-Alegrı́a, Manuel Mucientes, and Marı́a J Carreira

   Scientific Reports, 2022

   Bib PDF

   @article{cores2022few,
     title = {A few-shot approach for COVID-19 screening in standard and portable chest X-ray images},
     author = {Cores, Daniel and Vila-Blanco, Nicol{\'a}s and P{\'e}rez-Alarc{\'o}n, Mar{\'\i}a and Mart{\'\i}nez-de-Alegr{\'\i}a, Anxo and Mucientes, Manuel and Carreira, Mar{\'\i}a J},
     journal = {Scientific Reports},
     volume = {12},
     number = {1},
     pages = {21511},
     year = {2022},
     publisher = {Nature Publishing Group UK London}
   }

2021

1. 

   Short-term anchor linking and long-term self-guided attention for video object detection

   Daniel Cores, Victor M Brea, and Manuel Mucientes

   Image and Vision Computing, 2021

   Bib PDF Code

   @article{cores2021short,
     title = {Short-term anchor linking and long-term self-guided attention for video object detection},
     author = {Cores, Daniel and Brea, Victor M and Mucientes, Manuel},
     journal = {Image and Vision Computing},
     volume = {110},
     pages = {104179},
     year = {2021},
     publisher = {Elsevier}
   }

2. 

   Spatio-Temporal Object Detection from UAV On-Board Cameras

   Daniel Cores, Vı́ctor M Brea, and Manuel Mucientes

   In International Conference on Computer Analysis of Images and Patterns, 2021

   Bib

   @inproceedings{cores2021spatio,
     highlight = {Oral},
     title = {Spatio-Temporal Object Detection from UAV On-Board Cameras},
     author = {Cores, Daniel and Brea, V{\'\i}ctor M and Mucientes, Manuel},
     booktitle = {International Conference on Computer Analysis of Images and Patterns},
     pages = {143--152},
     year = {2021},
     organization = {Springer}
   }

2020

1. 

   Autonomous navigation for UAVs managing motion and sensing uncertainty

   Adrián González-Sieira, Daniel Cores, Manuel Mucientes, and Alberto Bugarı́n

   Robotics and Autonomous Systems, 2020

   Bib PDF

   @article{gonzalez2020autonomous,
     title = {Autonomous navigation for UAVs managing motion and sensing uncertainty},
     author = {Gonz{\'a}lez-Sieira, Adri{\'a}n and Cores, Daniel and Mucientes, Manuel and Bugar{\'\i}n, Alberto},
     journal = {Robotics and Autonomous Systems},
     volume = {126},
     pages = {103455},
     year = {2020},
     publisher = {Elsevier}
   }

2. 

   RoI feature propagation for video object detection

   Daniel Cores, Manuel Mucientes, and Vı́ctor M Brea

   In ECAI 2020, 2020

   Bib

   @incollection{cores2020roi,
     highlight = {Oral},
     title = {RoI feature propagation for video object detection},
     author = {Cores, Daniel and Mucientes, Manuel and Brea, V{\'\i}ctor M},
     booktitle = {ECAI 2020},
     pages = {2680--2687},
     year = {2020},
     publisher = {IOS Press}
   }