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2020 – today
- 2024
[i7]Guillermo Puebla, Jeffrey S. Bowers:
Visual Reasoning in Object-Centric Deep Neural Networks: A Comparative Cognition Approach. CoRR abs/2402.12675 (2024)- [i6]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 abs/2404.05290 (2024) - 2023
- [j1]Jeffrey S. Bowers
, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel F. Heaton:
On the importance of severely testing deep learning models of cognition. Cogn. Syst. Res. 82: 101158 (2023) - [i5]Guillermo Puebla, Jeffrey S. Bowers:
The role of object-centric representations, guided attention, and external memory on generalizing visual relations. CoRR abs/2304.07091 (2023) - 2022
- [i4]Guillermo Puebla, Leonidas A. A. Doumas:
Learning Relational Rules from Rewards. CoRR abs/2203.13599 (2022) - 2021
- [c3]Guillermo Puebla, Jeffrey S. Bowers:
Can Deep Convolutional Neural Networks Learn Same-Different Relations? CogSci 2021 - 2020
- [c2]Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin, John E. Hummel:
Relation learning in a neurocomputational architecture supports cross-domain transfer. CogSci 2020
2010 – 2019
- 2019
- [c1]Guillermo Puebla, Sergio E. Chaigneau:
A Piecemeal Processing Strategy Model for Causal-Based Categorization. CogSci 2019: 2613-2619 - [i3]Guillermo Puebla, Andrea E. Martin, Leonidas A. A. Doumas:
The relational processing limits of classic and contemporary neural network models of language processing. CoRR abs/1905.05708 (2019) - [i2]Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin, John E. Hummel:
Relation learning in a neurocomputational architecture supports cross-domain transfer. CoRR abs/1910.05065 (2019) - 2018
- [i1]Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin:
Human-like generalization in a machine through predicate learning. CoRR abs/1806.01709 (2018)
Coauthor Index
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