43 citations · 95 across the 15 of their papers we have counts for
3 papers · 1 filter
Global and Local Features through Gaussian Mixture Models on Image Semantic Segmentation
Darwin Saire, Adín Ramírez Rivera
The semantic segmentation task aims at dense classification at the pixel-wise level. Deep models exhibited progress in tackling this task. However, one remaining problem with these…
RepFair-GAN: Mitigating Representation Bias in GANs Using Gradient Clipping
Patrik Joslin Kenfack, Kamil Sabbagh, Adín Ramírez Rivera +1
Fairness has become an essential problem in many domains of Machine Learning (ML), such as classification, natural language processing, and Generative Adversarial Networks (GANs).…
A deep learning approach to halo merger tree construction
Sandra Robles, Jonathan S. Gómez, Adín Ramírez Rivera +2
A key ingredient for semi-analytic models (SAMs) of galaxy formation is the mass assembly history of haloes, encoded in a tree structure. The most commonly used method to construct…