Julian D. Santamaria

Office 5D20
19 place Marguerite Perey
91120 Palaiseau, France
I am a Master’s student in Engineering at Universidad de Antioquia, co-advised by Ph.D. Claudia Isaza and Ph.D. Jhony H. Giraldo. My work focuses on computer vision, specifically on domain adaptation and out-of-distribution generalization for wildlife monitoring. I develop deep learning methods tailored to species recognition using limited and geographically biased data, and I am particularly interested in adapting foundation models to real-world ecological challenges.
Currently, I am conducting a research internship at Télécom Paris (Institut Polytechnique de Paris), supervised by Ph.D. Jhony H. Giraldo, where I explore domain adaptation techniques in the context of biodiversity monitoring.
I hold a Bachelor’s degree in Electronics Engineering from Universidad de Antioquia, where I graduated with academic distinction. Throughout my academic journey, I have contributed to open-source projects and coauthored peer-reviewed papers published at international venues such as WACV and IARIA.
news
Feb 28, 2025 | Our paper “CATALOG: A Camera Trap Language-guided Contrastive Learning Model” has been selected as an oral presentation (top 8%) at the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025! 🎉📷🧠 |
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Jun 30, 2024 | Our paper “Audio vs. Visual Approach to Monitor the Critically Endangered Species Atlapetes blancae: Developing Deep Learning Models with Limited Data” was presented at the IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications 2024! 🐦🎧📷 |
Jan 01, 2024 | I started my Master’s in Engineering at Universidad de Antioquia, working on domain adaptation and out-of-distribution generalization for wildlife monitoring. The research is supervised by Ph.D Claudia Victoria and Ph.D Jhony H. Giraldo. |