Julian D. Santamaria

prof_pic.jpg

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! 🎉📷🧠
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.