2024 "compositional generalization" Papers

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Conference

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C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition

Rongchang Li, Zhenhua Feng, Tianyang Xu et al.

ECCV 2024posterarXiv:2407.06113
12
citations

Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks

Rahul Ramesh, Ekdeep Singh Lubana, Mikail Khona et al.

ICML 2024posterarXiv:2311.12997

Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach

Yuyang Chai, Zhuang Li, Jiahui Liu et al.

AAAI 2024paperarXiv:2312.11276

Compositional Substitutivity of Visual Reasoning for Visual Question Answering

Chuanhao Li, Zhen Li, Chenchen Jing et al.

ECCV 2024poster
1
citations

RoboDreamer: Learning Compositional World Models for Robot Imagination

Siyuan Zhou, Yilun Du, Jiaben Chen et al.

ICML 2024posterarXiv:2404.12377

Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model

Mikail Khona, Maya Okawa, Jan Hula et al.

ICML 2024posterarXiv:2402.07757