Guillermo Puebla

According to our database, Guillermo Puebla authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

MindSet: Vision. A toolbox for testing DNNs on key psychological experiments.

Valerio Biscione, Dong Yin, Gaurav Malhotra, Marin Dujmovic, Milton Llera Montero, Guillermo Puebla, Federico Adolfi, Rachel F. Heaton, John E. Hummel, Benjamin D. Evans, Karim Habashy, Jeffrey S. Bowers

CoRR, 2024

Visual Reasoning in Object-Centric Deep Neural Networks: A Comparative Cognition Approach.

Guillermo Puebla, Jeffrey S. Bowers

CoRR, 2024

2023

On the importance of severely testing deep learning models of cognition.

Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel F. Heaton

Cogn. Syst. Res., December, 2023

The role of object-centric representations, guided attention, and external memory on generalizing visual relations.

Guillermo Puebla, Jeffrey S. Bowers

CoRR, 2023

2022

Learning Relational Rules from Rewards.

Guillermo Puebla, Leonidas A. A. Doumas

CoRR, 2022

2021

Can Deep Convolutional Neural Networks Learn Same-Different Relations?

Guillermo Puebla, Jeffrey S. Bowers

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Relation learning in a neurocomputational architecture supports cross-domain transfer.

Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin, John E. Hummel

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

The relational processing limits of classic and contemporary neural network models of language processing.

Guillermo Puebla, Andrea E. Martin, Leonidas A. A. Doumas

CoRR, 2019

A Piecemeal Processing Strategy Model for Causal-Based Categorization.

Guillermo Puebla, Sergio E. Chaigneau

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Human-like generalization in a machine through predicate learning.

Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin

CoRR, 2018