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VLMs can now maintain consistent object descriptions across viewpoints in embodied agents by integrating episodic memory directly into a single autoregressive framework.
Forget catastrophic forgetting: this imitation learning framework remembers up to 65% more while improving AUC by 10-17 points on the LIBERO benchmark.
