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Composition-Incremental Learning for Compositional Generalization

Published in ArXiv.org • Nov 12, 2025
NobleIDNI4P24W63R74S36
Authors:
Zhen Li
,
Yu-Wei Wu
,
Chenchen Jing

Abstract

Compositional generalization has achieved substantial progress in computer vision on pre-collected training data. Nonetheless, real-world data continually emerges, with possible compositions being nearly infinite, long-tailed, and not entirely visible. Thus, an ideal model is supposed to gradually i...

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