20 January 2025
Zoom
Europe/Warsaw timezone

Recent Transformer based architectures for image analysis

20 Jan 2025, 10:00
1h
https://cern.zoom.us/j/66151941204?pwd=n7upvvZYibexBhbtyn5kvTpy36L0Wo.1 (Zoom)

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

Zoom

Speaker

Dr Konrad Klimaszewski (NCBJ)

Description

Review of recent Trasformer and beyond architectures that are applicable to machine vision tasks:

  • Quick recap of the Transformer model
  • Vision Transfromer (ViT)
  • Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
  • Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images
  • Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation

Presentation Materials

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