Papers by Sean Sedwards
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts (2025.emnlp-main)
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| Challenge: | Recent approaches to reduce visual tokens have been criticized for their computational efficiency and lack of visual reasoning capabilities. |
| Approach: | They propose a novel multi-modal large language model that reduces the number of visual tokens and simultaneously boosts visual reasoning capabilities. |
| Outcome: | The proposed model significantly reduces the number of visual tokens and boosts visual reasoning capabilities. |