Understanding Positional Encoding in Transformers
17 min readVisualization of Positional Encoding method from Transformer models.
ReadAnimal recognition with Siamese Networks and Mean Embeddings
36 min readIs Siamese Network a reliable solution for animal recognition? How Mean Embeddings can help with a few shot "learning"? Are we able to beat standard classification methods?
ReadFinding correlations in time series data
40 min readHow to find a correlation between different length of time series vector and predicted result.
ReadXAI Methods - Guided GradCAM
14 min readImproved GradCAM XAI method. Why is it better than the original? How does the "Guiding" part works?
Read