Julian D. Santamaria
Edifici O, Campus UAB
08193 Barcelona, Spain
I am a PhD student in Computer Science at the Computer Vision Center (CVC), Universitat Autònoma de Barcelona, under the supervision of Alexandra Gomez-Villa, where I focus on color understanding in multimodal models. I also collaborate with Jesus Malo at Universidad de Valencia on generative models and vision science. I hold a Master’s degree in Engineering and a Bachelor’s degree in Electronics Engineering, both from Universidad de Antioquia. My master’s work focused on the intersection of domain adaptation, wildlife monitoring, and multimodal learning, with a particular emphasis on bridging foundation models and real-world computer vision applications. I have completed research internships at Télécom Paris working on domain adaptation for biodiversity monitoring, and at Universidad de los Andes focusing on wildlife image segmentation. I have been awarded the NVIDIA Academic Grant.
I serve as a reviewer for journals such as IEEE Transactions on Biomedical Engineering and EURASIP Journal on Image and Video Processing, and conferences such as NeurIPS 2025 Workshop NPGML and ECCV 2026.
news
| Mar 09, 2026 | Our paper “WildIng: A Wildlife Image Invariant Representation Model for Geographical Domain Shift” is now published in the International Journal of Computer Vision (IJCV). This work is based on a large part of my master’s research. In the paper, we study the problem of geographical domain shift, where models trained in one region fail to generalize to others. |
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| Jan 29, 2026 | Excited to begin my PhD in Computer Science at the Computer Vision Center (CVC) 🇪🇸 under the supervision of PhD. Alexandra Gomez-Villa. My research will focus on color understanding in multimodal models, exploring how to advance the scientific understanding of color perception. 📍 Barcelona, Spain |
| 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! 🎉📷🧠 |
selected publications
- WACVCATALOG: A Camera Trap Language-Guided Contrastive Learning ModelIn IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
- IJCVWildIng: A Wildlife Image Invariant Representation Model for Geographical Domain ShiftInternational Journal of Computer Vision, 2026