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11/22/2022
A Short Survey of Systematic Generalization
This survey includes systematic generalization and a history of how mach...
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08/24/2022
On a Built-in Conflict between Deep Learning and Systematic Generalization
In this paper, we hypothesize that internal function sharing is one of t...
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01/06/2022
Efficiently Disentangle Causal Representations
This paper proposes an efficient approach to learning disentangled repre...
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02/08/2021
Concepts, Properties and an Approach for Compositional Generalization
Compositional generalization is the capacity to recognize and imagine a ...
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10/07/2019
Compositional Generalization for Primitive Substitutions
Compositional generalization is a basic mechanism in human language lear...
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11/02/2018