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cs.AI2026
Omni-Interactive Universal Embedder
Wei-Yao Wang, Kazuya Tateishi, Shuyang Cui +4
Multimodal representation learning has been shifting from traditional two-tower architectures to large language model (LLM)-based embedders due to their strong instruction-followin…
cs.SD2026
MMAudio-LABEL: Audio Event Labeling via Audio Generation for Silent Video
Kazuya Tateishi, Akira Takahashi, Atsuo Hiroe +3
Recent advances in multimodal generation have enabled high-quality audio generation from silent videos. Practical applications, such as sound production, demand not only the genera…