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 ## models
 - dcgan 64, 128
 
-- self-attension GAN
+- self-attention GAN
 
 <img src='./assets/sagan/iter_950000.pth_random_30.png' width=400><img src='./assets/sagan/iter_950000.pth_random_27.png' width=400>
 
@@ -23,7 +23,7 @@
 
 ## Bibliography
 
-[1] [PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION](https://arxiv.org/abs/1710.10196)
+[1] [PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION](https://arxiv.org/abs/1710.10196) </br>
 [2] [Self-Attention Generative Adversarial Networks](https://arxiv.org/abs/1805.08318)