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agentic models 1continual learning 1memory module 1symbolic concept learning 1visual generation 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CV2026

SymbOmni: Evolving Agentic Omni Models via Symbolic Concept Learning

Jinxiu Liu, Jianru Li, Tanqing Kuang +4

The paper introduces SymbOmni, an agentic omni-model for visual generation that uses a symbolic concept memory to continuously learn and compose reusable instructions, enabling con…