2024 Poster "systematic generalization" Papers

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

Yi Hu, Xiaojuan Tang, Haotong Yang et al.

ICML 2024poster

Interpretability Illusions in the Generalization of Simplified Models

Dan Friedman, Andrew Lampinen, Lucas Dixon et al.

ICML 2024poster

Slot Abstractors: Toward Scalable Abstract Visual Reasoning

Shanka Subhra Mondal, Jonathan Cohen, Taylor Webb

ICML 2024poster

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

Jiashun Liu, Jianye Hao, Yi Ma et al.

ICML 2024poster