Machine Learning
Introduction to Attention Mechanism
54 min readHow Attention was created? Why does it work and why it is one of the most important things in ML right now?
ReadUnderstanding Positional Encoding in Transformers
17 min readVisualization of Positional Encoding method from Transformer models.
ReadMeasuring XAI methods with Infidelity and Sensitivity
24 min readThe intuition behind Infidelity and Sensitivity metrics for XAI methods.
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?
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