A theory of relation learning and cross-domain generalization
Psychological Review, 2022. [All Versions]. A comprehensive review on the perspective of treating analogy as cross-domain generalization.
- from
- AGI & CoCoSci
- added
- 2026-10-10
- likes
- 0
similar
-
-
Emergence of analogy from relation learning pnas.org
Proceedings of the National Academy of Sciences, 2019. [All Versions]. Analogy feature in language models.
-
How variability shapes learning and generalization pure.mpg.de
Trends in Cognitive Sciences, 2022. [All Versions]. A comprehensive review on the trade-off between variability and generalization ability.
-
On the Complexity of Bayesian Generalization proceedings.mlr.press
ICML'23, 2023. [All Versions]. [Project]. [Models]. This work examines concept generalization at a large scale in the natural visual spectrum. Established computational modes (i.e., rule-based or similarity-based) are primarily studied isolated, focusing on confined and…
-
Modeling rules and similarity in colexification escholarship.org
CogSci'21, 2021. [All Versions]. Rule- and similarity-based generalization in colexification.
-
Generalization, similarity, and Bayesian inference cambridge.org
Behavioral and Brain Sciences, 2001. [All Versions]. [Preprint]. Shepard has argued that a universal law should govern generalization across different domains of perception and cognition, as well as across organisms from different species or even different planets. Starting…
AGI & CoCoSci › Papers > Analogy: “Psychological Review, 2022. [All Versions]. A comprehensive review on the perspective of treating analogy as cross-domain generalization.”