2025 "compositional learning" Papers

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Ground-Compose-Reinforce: Grounding Language in Agentic Behaviours using Limited Data

Andrew Li, Toryn Klassen, Andrew Wang et al.

NeurIPS 2025posterarXiv:2507.10741
1
citations

Learning Visual Composition through Improved Semantic Guidance

Austin Stone, Hagen Soltau, Robert Geirhos et al.

CVPR 2025posterarXiv:2412.15396
2
citations

Memory Mosaics at scale

Jianyu Zhang, Leon Bottou

NeurIPS 2025oralarXiv:2507.03285
3
citations

Plug, Play, and Generalize: Length Extrapolation with Pointer-Augmented Neural Memory

Svetha Venkatesh, Kien Do, Hung Le et al.

ICLR 2025poster