Guillermo Puebla

13 papers B 4Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Visual reasoning in object-centric deep neural networks: A comparative cognition approach.
Neural Networks
Guillermo Puebla, Jeffrey S. Bowers
2024 J jnl
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments.
CoRR
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
2024 B conf
Rationally uncertain: investigating deviations from Explaining Away and Screening Off in causal reasoning.
CogSci
Nicolas Marchant, Guillermo Puebla, Tadeg Quillien, Sergio E. Chaigneau
2024 J jnl
Visual Reasoning in Object-Centric Deep Neural Networks: A Comparative Cognition Approach.
CoRR
Guillermo Puebla, Jeffrey S. Bowers
2023 J jnl
On the importance of severely testing deep learning models of cognition.
Cogn. Syst. Res.
Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel F. Heaton
2023 J jnl
The role of object-centric representations, guided attention, and external memory on generalizing visual relations.
CoRR
Guillermo Puebla, Jeffrey S. Bowers
2022 J jnl
Learning Relational Rules from Rewards.
CoRR
Guillermo Puebla, Leonidas A. A. Doumas
2021 B conf
Can Deep Convolutional Neural Networks Learn Same-Different Relations?
CogSci
Guillermo Puebla, Jeffrey S. Bowers
2020 B conf
Relation learning in a neurocomputational architecture supports cross-domain transfer.
CogSci
Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin, John E. Hummel
2019 B conf
A Piecemeal Processing Strategy Model for Causal-Based Categorization.
CogSci
Guillermo Puebla, Sergio E. Chaigneau
2019 J jnl
Relation learning in a neurocomputational architecture supports cross-domain transfer.
CoRR
Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin, John E. Hummel
2019 J jnl
The relational processing limits of classic and contemporary neural network models of language processing.
CoRR
Guillermo Puebla, Andrea E. Martin, Leonidas A. A. Doumas
2018 J jnl
Human-like generalization in a machine through predicate learning.
CoRR
Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin