7 citations · 9 across the 5 of their papers we have counts for
5 papers
Seeing to Generalize: How Visual Data Corrects Binding Shortcuts
Nicolas Buzeta, Felipe del Rio, Cristian Hinostroza +3
Vision Language Models (VLMs) are designed to extend Large Language Models (LLMs) with visual capabilities, yet in this work we observe a surprising phenomenon: VLMs can outperform…
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…
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness
Valentin Barriere, Felipe del Rio, Andres Carvallo De Ferari +3
Artificial neural networks typically struggle in generalizing to out-of-context examples. One reason for this limitation is caused by having datasets that incorporate only partial…
Studying Generalization on Memory-Based Methods in Continual Learning
Felipe del Rio, Julio Hurtado, Cristian Buc +2
One of the objectives of Continual Learning is to learn new concepts continually over a stream of experiences and at the same time avoid catastrophic forgetting. To mitigate comple…
CuratorNet: Visually-aware Recommendation of Art Images
Pablo Messina, Manuel Cartagena, Patricio Cerda-Mardini +2
Although there are several visually-aware recommendation models in domains like fashion or even movies, the art domain lacks thesame level of research attention, despite the recent…