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Hubei University, Hubei University)
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Forget catastrophic forgetting: HyLoVQA's hypernetwork-generated LoRA adapters dynamically adapt to new VQA tasks while preserving past knowledge, outperforming prior state-of-the-art methods.
Today's best AI agents still fail more than half the time on real-world tasks combining vision, search, and coding, revealing critical gaps in reasoning and tool use.
