1 citations · 1 across the 3 of their papers we have counts for
3 papers
ViT-Explainer: An Interactive Walkthrough of the Vision Transformer Pipeline
Juan Manuel Hernandez, Mariana Fernandez-Espinosa, Denis Parra +1
Transformer-based architectures have become the shared backbone of natural language processing and computer vision. However, understanding how these models operate remains challeng…
A Compressive-Expressive Communication Framework for Compositional Representations
Rafael Elberg, Felipe del Rio, Mircea Petrache +1
Compositionality in knowledge and language--the ability to represent complex concepts as a combination of simpler ones--is a hallmark of human cognition and communication. Despite…
Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning
Rafael Elberg, Denis Parra, Mircea Petrache
Image and multimodal machine learning tasks are very challenging to solve in the case of poorly distributed data. In particular, data availability and privacy restrictions exacerba…