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Deep Learning Study Workshop

This page archive deep learning study workshop (2021) from Yonsei University, Human and Artificial Intelligence Lab. The workshop refers to: * https://cs182sp21.github.io By UC Berkley * https://atcold.github.io/NYU-DLSP21/ by NYU

DL Basics & Convolution

Evolution of convolution.pdf
2904.3KB
Loss Functions.pdf
512.9KB
Implementing Convolutions.pdf
1041.4KB
Listening to convolution.pdf
2435.8KB
Visualizing Gradiants.pdf
1270.8KB

Variational Autoencoders

Generative_VAE.pdf
2891.6KB

Language model - Attention and Transformers

Word2Vec.pdf
1500.2KB
Attention.pdf
350.4KB
Attention_Transformer.pdf
967.1KB