[4 January, 11:00] Let's Talk ML

Martin Čejka - ToyArch: Czech take on general artificial intelligence

GoodAI is research company from Prague, which is doing experiments with GAI. In this presentation, I will talk about their biologically inspired approach, Toy architecture. How does it work and what is it capable of so far?

Petr Nevyhoštěný - Non-Linear Semantic Embedding

Non-Linear Semantic Embedding is a technique presented in a paper where it was used to learn an efficient mapping of instruments from a time-frequency representation to a low-dimensional space. It consists of automatic feature extraction using convolutional neural networks and a learning model which uses extrinsic information about similarity of training data.

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