Guillermo Puebla

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Learning Models

External Memory

Top Venues

Cogn. Syst. Res.

Publications

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
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments. CoRR (2024)
Guillermo Puebla, Jeffrey S. Bowers
Visual Reasoning in Object-Centric Deep Neural Networks: A Comparative Cognition Approach. CoRR (2024)
Guillermo Puebla, Jeffrey S. Bowers
The role of object-centric representations, guided attention, and external memory on generalizing visual relations. CoRR (2023)
Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel Heaton
On the importance of severely testing deep learning models of cognition. Cogn. Syst. Res. 82 (2023)
Guillermo Puebla, Leonidas A. A. Doumas
Learning Relational Rules from Rewards. CoRR (2022)
Guillermo Puebla, Jeffrey S. Bowers
Can Deep Convolutional Neural Networks Learn Same-Different Relations? CogSci (2021)
Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin, John E. Hummel
Relation learning in a neurocomputational architecture supports cross-domain transfer. CogSci (2020)
Guillermo Puebla, Sergio E. Chaigneau
A Piecemeal Processing Strategy Model for Causal-Based Categorization. CogSci (2019)
Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin, John E. Hummel
Relation learning in a neurocomputational architecture supports cross-domain transfer. CoRR (2019)
Guillermo Puebla, Andrea E. Martin, Leonidas A. A. Doumas
The relational processing limits of classic and contemporary neural network models of language processing. CoRR (2019)
Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin
Human-like generalization in a machine through predicate learning. CoRR (2018)