Papers by Yuki Todo
ARXSA: A General Negative Feedback Control Theory in Vision-Language Models (2025.findings-emnlp)
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| Challenge: | a new approach to the self-attention mechanism is proposed for integrating data from multiple batches. |
| Approach: | They propose an autoregressive with exogenous inputs approach for the Transformer model . the proposed method transforms the Encoder block into a negative feedback predictive control system . |
| Outcome: | The proposed method is validated through comparative evaluations. |