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What is Enhancing Relative Position Encoding in Vision Transformers about?
This document presents a study on improving relative position encoding (RPE) for vision transformers, emphasizing its significance in capturing spatial relationships in 2D images. The authors analyze existing RPE methods, propose new techniques specifically for vision tasks, and demonstrate their effectiveness through experiments, achieving notable performance improvements on standard datasets. The findings also address previous controversies regarding the efficacy of RPE compared to absolute position encod
- Author
- NikOrlov
- Language
- EN