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
      DSS-GAN (Directional State Space GAN): A Generative Adversarial Network with Directional State Spaces Utilizing the Mamba Architecture 1h

      DSS-GAN is the first generative adversarial network to utilize the Mamba architecture as a hierarchical generator, synthesizing images from noise under class-conditional settings. The key contribution is the Directional Latent Routing (DLR) mechanism, which decomposes the latent vector and class signal into direction-specific sub-vectors, each independently conditioning the corresponding scanning direction along various spatial axes of the feature map.

      Speaker: Aleksander Ogonowski
    • 11:00 11:30
      Discussion 30m
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