Robust Incomplete Multimodal Sentiment Analysis via Iterative Proxy Correction
The proposed iterative proxy correction framework for robust incomplete MSA constructs a language-oriented proxy from non-language modalities and progressively refines it under multimodal context through gated residual correction, allowing the model to balance proxy-based compensation and trustworthy linguistic evidenc...