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Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

  • semi-supervised-learning

EVA Series: Visual Representation Fantasies from BAAI

  • foundation-models
  • representation-learning
  • vision-transformer

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

  • gat
  • graph-attention-networks
  • attention-mechanism
  • self-attention

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

  • image-restoration
  • image-deraining
  • image-deblurring
  • defocus-deblurring