前一篇笔者分析了如何将Transformer中的FFN层替换为带有门控机制的FFN(Gate Unit),发现效果还不错。本篇将将对Transformer的另一个核心MultiHeadAttention下手,也就是本系列的重点,文章《Transformer Quality in Linear Time》提出的GAU(Gate Attention Unit)来替代整个Transformer架构。不了解GLU(Gate Linear Unit)和用...
In this paper, we propose anew method, Dual-Sequences Gate Attention Unit to improve the accuracy of a massive speaker verificationsystem."Robotics & Machine Learning Daily News
英文摘要:Recently, the emergence of 3D Gaussian Splatting (3DGS) has drawn significant attention in the area of 3D map reconstruction and visual SLAM. While extensive research has explored 3DGS for indoor trajectory tracking using visual sensor alone or in combination with Light Detection and Rangi...
To address this, we incorporate attention gates within the skip connections, ensuring that only relevant features are passed to the decoding layers. We evaluate the robustness of the proposed method across facial, medical, and remote sensing domains. The experimental results demonstrate that HREDN ...