Ricardo Mendoza-León (Preferred)
Ricardo Mendoza-León
Researcher, R&D, Cervval
- Joined November 2022
Names
Emails
****@gmail.com (Confirmed)
, ****@cervval.com (Confirmed)
Personal Links
Career & Education History
Researcher
R&D, Cervval (cervval.com)
2020 – Present
Postdoc
Departement , IMT Atlantique (imt-atlantique.fr)
2019 – 2019
PhD student
LabSTICC - DECIDE, IMT Atlantique (imt-atlantique.fr)
2013 – 2019
MS student
DISC, Universidad de Los Andes (uniandes.edu.co)
2010 – 2013
Undergrad student
DISC, Universidad de Los Andes (uniandes.edu.co)
2000 – 2006
Advisors, Relations & Conflicts
PhD Advisor
John Puentes
2013 – 2020
PhD Advisor
Marcela Hernández Hoyos
2010 – 2020
Coauthor
Luis Felipe Uriza
2010 – 2020
Coauthor
Phillipe Douek
2010 – 2017
Expertise
Generative Models, GAN, implicit models, image-to-image translation, style transfer, inpainting, super-resolution, denoising diffusion probabilistic models, LLM
2020 – 2024
Neural Fields, NeRF, implicit bias, implicit models, generative neural radiance fields, differential rendering
2020 – 2022
Physics Informed Neural Networks, PINN, simulation, inverse problems, light attenuation, light scattering, fluid dynamics
2020 – 2022
Computer Vision, scene understanding, semantic segmentation, depth estimation, monocular 3d reconstruction, Digital Twin, underwater images, driving scenes, fog
2015 – 2022
Representation Learning, autoencoders, disentanglement, unsupervised-learning, supervised-learning, latent space, multimodal fusion
2010 – 2022
Medical Image Processing, CAT, MRI, PET, DTI, Abdominal image, Brain imaging, Dementia, Alzheimer's disease
2010 – 2020
Content-based Image Retrieval, image indexing, Image-to-Text translation
2010 – 2017