作者认为DETR收敛速度慢原因轨迹于全局的attention,针对于该问题Deformable采用的方式是deformable attention替代encoder中的self-attention和decoder中的cross-attention中的全局计算,而本文则是通过预测目标可能存在区域的热图促使检测更快的收敛。 本文提要提出了一种称为Spatially Modulated Co-Attention (SMCA,空间调节协相...
SMCA Fast Convergence of DETR with Spatially Modulated Co-A... 查看原文 DETR与Deformable DETR小结 可能性;论文中探索了一种简单有效的迭代边界框细化机制来提高检测性能,也尝试了two-stage DeformableDETR; two-stage DeformableDETR:通过...注意力集中在稀疏的有意义的位置; 另一方面,在transformer编码器中,注...
A unique aspect of this technique compared to other approaches described in the literature is the use of time-modulated tunable diode lasers to interrogate the spectroscopic properties of the gas, which is connected to the local thermodynamic state of the gas, and to also distinguish absorption by...
Head-mounted displays (HMDs) with augmented reality (AR) features are gaining attention as next-generation mobile technologies1,2,3,4. Products such as the Apple Vision Pro have also garnered considerable interest, highlighting the pivotal role of optical see-through displays in popularizing AR-...