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


Master Thesis Projects:

 

 


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.

Research

  • RePaint: Inpainting using Denoising Diffusion Probabilistic Models
    Andreas Lugmayr, Martin Danelljan, Andres Romero, Fisher Yu, Radu Timofte, Luc Van Gool.
    CVPR, 2022.
     
  • Zero-Pair Image to Image Translation Using Domain Conditional Normalization.
    Samarth Shukla, Andrés Romero, Radu Timofte.
    WACV, 2021.
     
  • SMILE: Semantically-guided Multi-attribute Image and Layout Editing.
    Andrés Romero, Luc Van Gool, Radu Timofte.
    ICCV, AIM Workshop, 2021.
     

Timeline

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  • 2013

    BS Degree

    BS Degree

    March 15, 2013

    Bioengineer graduation at University of Antioquia

  • 2014

    Join MSc program

    Join MSc program

    January 16, 2014

    Graduate student in the Biomedical Engineering department at University of Los Andes.

  • 2015

    Google Research Award

    Google Research Award

    August 5, 2015

    Part of the recipients of the Google Research Award for Latin America 2015.

  • 2016

    MSc Degree

    MSc Degree

    June 10, 2016

    MSc in Biomedical Engineering

  • 2016

    Google Research Award

    Google Research Award

    July 15, 2016

    Part of the recipients of the Google Research Award for Latin America 2016.

  • 2016

    Join PhD program

    Join PhD program

    July 25, 2016

    Doctoral studies in Engineering at University of Los Andes.

  • 2017

    Google Research Award

    Google Research Award

    August 4, 2017

    Part of the recipients of the Latin America Research Awards 2017.

  • 2018

    PhD Internship

    PhD Internship

    July 17, 2018

    Period of research in the Computer Vision Lab at ETH Zürich.

     

  • 2019

    PhD Dissertation

    PhD Dissertation

    August 11, 2019
  • 2019

    Join CVL @ ETH Zürich

    Join CVL @ ETH Zürich

    September 1, 2019

    Posdoctoral Researcher

  • 2022

    Join Gixel GmbH @ Germany

    Join Gixel GmbH @ Germany

    May 1, 2022

    Joining Gixel.de as a Senior Computer Vision Developer