Latent Space Rotation VAE

What I worked on

Explored whether it’s possible to generate smooth changes in outputs by moving along axes in latent space. Tried to figure out what it means to rotate or move in 600D latent space.

What I noticed

• Latent dimensions are abstract and not aligned to intuitive axes
• No obvious way to pick an “x-axis” in high-dimensional space

”Aha” Moment

n/a

What still feels messy

How to interpret and visualize directions in 600D space and how to control changes in output meaningfully.

Next step

Experiment with interpolating between two latent vectors and see how the output changes visually.