Mikhail Nikitin

Results 5 issues of Mikhail Nikitin

Hello! Thank you for very extensive research of face recognition methods! I have a few questions regarding masked experiments: 1. In the technical report you provide results for _model1 vs...

Hello! What's the reason to skip gradient computation during normalization of classifier weights? ``` with torch.no_grad(): self.w.data = F.normalize(self.w.data, dim=0) ``` You've implemented all sphere losses in this way, so...

Hello! Thanks for your work, very interesting reformulation of margin-based softmax ! My question is why to use REINFORCE for searching of ```a```? Can it be optimized together with parameters...

Hello! There is an example of running darkrank distillation you provided in Readme, and there you use _--even-iter_ option. This option means that for each example in mini-batch there always...

Very interesting and useful work, thank you! My question is about Boundary loss: You propose to learn transformation from one model to another with intra-class compactness restriction on the mapped...