I am a Computer Vision / Machine Learning Team Leader in a Stealth mode Startup. Unfortunately, I can share the details of my position, but we are working heavily on Generative AI, Diffusion Models, and 3D reconstruction. I am fully remote now!
Before, I was a Senior Computer Vision Developer at Gixel GmbH aiming at changing the way we meet using cutting-edge optics for hardware, and state-of-the-art 3D avatar creation.
Before, I was a postdoctoral researcher in the Computer Vision Lab (CVL) at ETH Zürich, Switzerland, working with prof. Luc Van Gool and Dr. Radu Timofte. Before joining CVL, I spent 5 delightful years in the Biomedical Computer Vision (BCV) group working closely with prof. Pablo Arbelaez at the Universidad de Los Andes (Colombia).
My main research interests are Computer Vision generative problems such as image-to-image translation, image editing, semantic manipulations, language-guided transformations, image/video enhancement, and super-resolution. I have also worked in the past with Facial Expression Recognition/Manipulation and Facial Analysis.
News
- 06/2022. One paper accepted to CVPR 2022.
- 06/2022. Main Organizer of the NTIRE2022 Image Inpainting Challenge Workshop in Conjunction with CVPR 2022.
- 03/2021. One paper accepted to CVPR 2021.
- 11/2020. Two papers accepted to WACV 2021.
- 09/2020. One paper accepted to ACCV 2020 (Oral).
- 07/2020. One paper accepted to ECCV 2020.
- 10/2019. One paper accepted to the Advances and Image Manipulation Workshop at ICCV 2019.
- 10/2018. I received “Ingeniero Sembrador de Estrellas” distinction from my first alma mater: Universidad de Antioquia, for being an outstanding alumnus.
- 09/2018. One paper published in the Image and Vision Computing journal.
- 08/2017. One of the recipients of the Latin America Research Awards by Google.
- 08/2016. One of the recipients of the Google Research Awards for Latin America.
- 08/2015. One of the recipients of the Google Research Awards for Latin America.
Master Thesis Projects:
- Alvin Pyngottu, “Self-Similarity Exploration for Single Image Super-Resolution”. 2020-2021.
Co-supervision with Radu Timofte. - Marcel Bühler, “DeepSEE: Deep Disentangled SemanticExplorative Extreme Super-Resolution“. 2019-2020, now a Ph.D. student at ETH, AIT lab.
Co-supervision with Radu Timofte. - Ángela Castillo, “Stochastic Video Translation SVIT”. 2019-2020, now a Ph.D student at Uniandes, BCV with Pablo Arbeláez.
Co-supervision with Pablo Arbeláez.
Reviewer Experience
I have served as a reviewer for top venue Computer Vision conferences such as CVPR, ECCV, ICCV, and ACCV, as well as journals such as TPAMI and Computer and Graphics.
Non-academical interests:
I am very much into the photography world. As to the date, I own a Sony α7III, and I love to shoot with an 18-35mm lens. You can check some of my pictures below.
In a very different scenario, I am a backpack traveler, a gym and nutritionist enthusiast with empirical background, and a not-so-pro Ultimate Frisbee player.