P-MLLM augments a frozen LLM with selective fusion modules to incorporate visual information in a profile-conditioned manner for competitive zero-shot PIAA performance.
LLaMA-adapter: Efficient fine-tuning of large lan- guage models with zero-initialized attention,
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Enhancing Zero-shot Personalized Image Aesthetics Assessment with Profile-aware Multimodal LLM
P-MLLM augments a frozen LLM with selective fusion modules to incorporate visual information in a profile-conditioned manner for competitive zero-shot PIAA performance.