Papers by Gwanhyeong Koo
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM (2024.findings-emnlp)
Copied to clipboard
| Challenge: | Existing models that capture multiple modalities with a single input length are unable to handle this computational burden. |
| Approach: | They propose a query-based cross-modal projector that compresses visual tokens based on input through the cross-attention mechanism. |
| Outcome: | The proposed projector reduces the need for manually designing the 2D scan order of original image features when converting them into an input sequence for Mamba LLMs. |