dense prediction
将图像的每个像素所属类别进行标注。因为是预测图像中的每个像素,这个任务通常被称为密集预测
dense prediction
将图像的每个像素所属类别进行标注。因为是预测图像中的每个像素,这个任务通常被称为密集预测
The pre-trained teacher model provides soft labels that, together withthe ground truth labels, supervise the training of the student modeland improve student performance.
核心思想
employed intermediate fea-tures
利用中间特征
owever, PI computation isresource-intensive, limiting its use in low-power devices [8].To alleviate the issues, we adopt knowledge distillation (KD),which is a promising method to generate a smaller model(student) by leveraging the learned knowledge of a largermodel (teacher) [9]. It has shown outstanding performancein the analysis of wearable sensor data [10], [11].
promising方法 利用大模型学到的知识
perceived stripes in the image
stripes条纹
a pair of stereoscopic lenses
一对立体镜片
与指针不同,引用确保指向某个特定类型的有效值。
确保,引用指向的地方是不可变的,和c++里的引用类似。但是又不完全类似,它相当于一个不可改变指向位置的指针。
scalable distributed file system
可扩展分布式文件系统。
共享文件服务
论文中对应global storage
这是通过由Master通知到Reduce worker的一条指令来触发。
master控制shaffle