PhD in Computer Science
Computer Vision Center, Universitat Autònoma de Barcelona, SpainColor understanding in multimodal models. Supervised by Alexandra Gomez-Villa.
Color understanding in multimodal models. Supervised by Alexandra Gomez-Villa.
Thesis: Integration of foundation models for automatic animal identification.
Thesis: Audio vs. visual approach to monitor the critically endangered species Atlapetes blancae: developing deep learning models with limited data.
Generative models and vision science. Supervised by Jesus Malo.
Wildlife image segmentation. Supervised by Pablo Arbelaez.
Domain adaptation for biodiversity monitoring. Supervised by Jhony H. Giraldo.
Foundation models for wildlife monitoring, within a project on forest transformation in Colombia based on acoustic analysis.
Machine learning for monitoring Atlapetes blancae.
See the publications page for the full list with links and BibTeX.
Domain generalization and adaptation, foundation models, multimodal learning, graph neural networks, wildlife monitoring
Python, C/C++, MATLAB
PyTorch, PyTorch Geometric, OpenCV, Hugging Face Transformers
Git, LaTeX, Inkscape, Weights & Biases
Spanish (native), English (professional working proficiency)