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cs.CL2026
Modality-Gated Deep Adapters: Adding a Modality to a Frozen Embedding Model with Exact Preservation
Abdul Basit Tonmoy, Kazi Fardinul Hoque, Md. Shahrier Islam Arham +1
Multimodal embedding models are deployed at scale: retrieval indices, benchmark results, and behavioral audits all depend on the base model's exact outputs. Extending such a model…
cs.CL2026
Fusion Embedding: A Unified Embedding Space for Text, Image, Video, and Audio
Abdul Basit Tonmoy, Kazi Fardinul Hoque, Md. Shahrier Islam Arham +1
A single embedding space that covers text, images, video, and audio lets one index serve every query a user can pose. Embedding models built on vision-language backbones now lead t…