Axial-DeepLab - Stand-Alone Axial-Attention for Panoptic Segmentation

Axial-DeepLab - Stand-Alone Axial-Attention for Panoptic Segmentation

Yannic Kilcher via YouTube Direct link

- This Paper's Contributions

2 of 9

2 of 9

- This Paper's Contributions

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Axial-DeepLab - Stand-Alone Axial-Attention for Panoptic Segmentation

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  1. 1 - Intro & Overview
  2. 2 - This Paper's Contributions
  3. 3 - From Convolution to Self-Attention for Images
  4. 4 - Learned Positional Embeddings
  5. 5 - Propagating Positional Embeddings through Layers
  6. 6 - Traditional vs Position-Augmented Attention
  7. 7 - Axial Attention
  8. 8 - Replacing Convolutions in ResNet
  9. 9 - Experimental Results & Examples

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