Embedded Files
Bio
Bio
I am an Assistant Professor at the Autonomous University of Barcelona and a researcher at the Computer Vision Center in Barcelona, specialized in representation learning. My research focuses on the emerging properties in foundation models. I have published work in top venues, including CVPR, ECCV, and ICLR.
I completed my PhD at the Autonomous University of Barcelona under the supervision of Prof. Joost Van de Weijer. I received my Master of Science degree in 2018 from SUPSI, Switzerland, and my Bachelor's degree in Electronics Engineering in 2016 from Universidad de Antioquia, Colombia.
Research interests
Research interests
Emerging properties in foundation models
Representation learning
The intersection between human and machine visual perception
Computer vision
News:
News:
Our work "Free-Lunch Color-Texture Disentanglement for Stylized Image Generation" Got accepted at NeurIPS 2025.
Our CVPR paper was discussed in ACM Communications article.
We got an EuroHPC development grant for our Open-world forgetting project.
Joining UAB/CVC as an Assistant Professor in Fall 2025.
Our paper: "CLA: Latent Alignment for Online Continual Self-Supervised Learning" Got accepted at CoLLas 2025.
Our paper: "The Art of Deception: Color Visual Illusions and Diffusion Models" Got accepted at CVPR 2025.
I successfully defended my PhD thesis titled 'The Analysis and Continual Learning of Deep Feature Representations' and received the Cum Laude distinction.
Our paper: "Exemplar-free continual representation learning via learnable drift compensation" Got accepted at ECCV 2024.
Our paper: "Plasticity-optimized complementary networks for unsupervised continual learning" Got accepted at WACV 2024.
Our paper: "Planckian jitter: countering the color-crippling effects of color jitter on self-supervised training" Got accepted at ICLR 2023.
Our paper: "Continually learning self-supervised representations with projected functional regularization" got the best paper award at the CVPR 2022 continual learning workshop.
Page updated
Google Sites
Report abuse