From imaging algorithms to quantum methods Seminar

Europe/Warsaw
https://cern.zoom.us/j/66151941204?pwd=n7upvvZYibexBhbtyn5kvTpy36L0Wo.1 (Zoom)

https://cern.zoom.us/j/66151941204?pwd=n7upvvZYibexBhbtyn5kvTpy36L0Wo.1

Zoom

Konrad Klimaszewski (NCBJ), Wojciech Krzemien (NCBJ)
    • 10:00 11:00
      Comparing GAN and Diffusion Models on an Interpretable 3D Voxel Dataset 1h

      Overview of generative models evaluated on a simple, visually interpretable 3D voxel dataset:

      • Creation of an easy-to-interpret 3D voxel dataset derived from 2D characters
      • Conditional WGAN-GP for fast 3D volume generation
      • Conditional diffusion model for smoother and more coherent volumetric synthesis
      • Evaluation using KID, PCC, and Separation Power metrics
      • Comparative analysis of generative behavior across increasing dataset complexity
      Speaker: Aleksander Ogonowski
    • 11:00 11:30
      Discussion 30m
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