AlignMamba fuses audio, video, and language by matching tokens to a language anchor and enforcing distribution similarity, reporting small accuracy gains with large efficiency gains on MOSI and MOSEI.
Misa: Modality-invariant and-specific representations for multimodal sentiment analysis
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AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment
AlignMamba fuses audio, video, and language by matching tokens to a language anchor and enforcing distribution similarity, reporting small accuracy gains with large efficiency gains on MOSI and MOSEI.