"systematic generalization" Papers

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Data Distributional Properties As Inductive Bias for Systematic Generalization

Felipe del Rio, Alain Raymond, Daniel Florea et al.

CVPR 2025arXiv:2502.20499
1
citations

Attention-based Iterative Decomposition for Tensor Product Representation

Taewon Park, inchul choi, Minho Lee

ICLR 2024arXiv:2406.01012
1
citations

Case-Based or Rule-Based: How Do Transformers Do the Math?

Yi Hu, Xiaojuan Tang, Haotong Yang et al.

ICML 2024arXiv:2402.17709
32
citations

Interpretability Illusions in the Generalization of Simplified Models

Dan Friedman, Andrew Lampinen, Lucas Dixon et al.

ICML 2024arXiv:2312.03656
20
citations

Leveraging Attractor Dynamics in Spatial Navigation for Better Language Parsing

Xiaolong Zou, Xingxing Cao, Xiaojiao Yang et al.

ICML 2024spotlight

Slot Abstractors: Toward Scalable Abstract Visual Reasoning

Shanka Subhra Mondal, Jonathan Cohen, Taylor Webb

ICML 2024arXiv:2403.03458
10
citations

Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation

Jiashun Liu, Jianye Hao, Yi Ma et al.

ICML 2024