Lee, SukyungSeo, HyungseokKim, SooyoungKim, Sung-HoonSpringer JapanJournal of AnesthesiaJeong SM, Choi JM, Kim JH, Yoo H, Lee S, Seo H, Kim S, Kim SH. A proposal of a simple epidural simulator for training novice anesthesiologists. J Anesth. 2016....
随机初始化用于novel classes的new classification weights,保持backbone和RPN是frozen的 revise the evaluation protocols :采样多组training samples用于多次实验,获得stable comparison,量化分析了不同evaluation metrics的variance,计算在base class、novel class和all class上的AP new benchmarks:基于现有的VOC、COCO和LVIS...
In two of those three cases, the train data was from hand, and the other case had training data from the pocket position and test data from the backpack position. For Walking and Running at 3 METs, the recall was satisfactory and ranged between 70 and 80% for most inter-position cases....
Specifically, when given training data D={x_i,y_i }_(i=1)^n, each training sample x_i will go through the forward propagation of the network twice to obtain two output predictions: P_1 (y_i│x_i ),P_2 (y_i│x_i ). Since Dropout...
where si,j is the similarity score between the i-th object proposal of the input x and the weight vector of class j. α is the scaling factor. We use a fixed α of 20 in our experiments.We find empirically that the instance-level feature normalization used in the cosine similarity based...
Ultrasound-Guided Vascular Access Simulator for Medical Training: Proposal of a Simple, Economic and Effective ModelObjectiveTo present a simple and affordable model able to properly simulate an ultrasound-guided venous access.DesignThe simulation was made using a latex balloon tube filled with water ...
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Our algorithm needs no training. Only two parameters, for the ridge and the roughness penalty, need tuning. This can be done quickly by visual feedback. An interesting competitor to our proposal is the work by Zhao et al.11. It is fast and Matlab code is available. It uses a special ...
@Am1n3eI'll think on theproposal! I think for now I'd prefer if we can stick with just the singlekwarg and CLI arg for simplicity's sake, but may go back and allow for this arbitrary-argument feature later if it seems useful. ...
After a proposal is presented and you are awaiting a decision. Here are some suggestions on what you can do. 1. Don’t let them go dark in the first place. In each of the sales stages above you need to get “buy in”, some type of reciprocal agreement tied to a deadline. This ...