L17.7 VAE Latent Space Arithmetic in PyTorch   Making People Smile (Code Example) @SebastianRaschka
L17.7 VAE Latent Space Arithmetic in PyTorch   Making People Smile (Code Example)  @SebastianRaschka
Uploaded April 2021 | Updated September 2026, 2 weeks ago
Sebastian's books: sebastianraschka.com/books

Slides: sebastianraschka.com/pdf/lecture-notes/stat453ss21/L17_vae__slides.pdf

L17 code: github.com/rasbt/stat453-deep-learning-ss21/tree/main/L17

Discussing 5_VAE_celeba_latent-arithmetic.ipynb

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This video is part of my Introduction of Deep Learning course.

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L17.7 VAE Latent Space Arithmetic in PyTorch   Making People Smile (Code Example)L2.0 A Brief History of Deep Learning   Lecture OverviewL16.5 Other Types of AutoencodersL14.6.2 Transfer Learning in PyTorch   Code ExampleL3.5 The Geometric Intuition Behind the PerceptronL2.5 Current Trends in Deep LearningL2.2 Multilayer NetworksL10.5.2 Dropout Co-Adaptation InterpretationL5.8 Adaline Code ExampleL8.2 Logistic Regression Loss FunctionL17.1 Variational Autoencoder OverviewL13.1 Common Applications of CNNs
Sebastian Raschka |

L17.7 VAE Latent Space Arithmetic in PyTorch -- Making People Smile (Code Example)

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