Merge pull request #166 from kozistr/fix/papers-table

[Docs] Fix table

Author: kozistr

README.rst

@@ -129,9 +129,9 @@ You can check the supported optimizers & lr schedulers.
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 | Adai         | *Disentangling the Effects of Adaptive Learning Rate and Momentum*                                | `github <https://github.com/zeke-xie/adaptive-inertia-adai>`__                    | `https://arxiv.org/abs/2006.15815 <https://arxiv.org/abs/2006.15815>`__                       | `cite <https://github.com/zeke-xie/adaptive-inertia-adai#citing>`__                                                  |
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-| SAM          | *Sharpness-Aware Minimization*                                                                    | `github <https://github.com/davda54/sam>`__                                       | `https://arxiv.org/abs/2010.01412 <https://arxiv.org/abs/2010.01412>`__                       | `cite <https://ui.adsabs.harvard.edu/abs/2020arXiv201001412F/exportcitation>`__                                                        |
+| SAM          | *Sharpness-Aware Minimization*                                                                    | `github <https://github.com/davda54/sam>`__                                       | `https://arxiv.org/abs/2010.01412 <https://arxiv.org/abs/2010.01412>`__                       | `cite <https://ui.adsabs.harvard.edu/abs/2020arXiv201001412F/exportcitation>`__                                      |
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-| ASAM         | *Adaptive Sharpness-Aware Minimization*                                                           | `github <https://github.com/davda54/sam>`__                                       | `https://arxiv.org/abs/2102.11600 <https://arxiv.org/abs/2102.11600>`__                       | `cite <https://ui.adsabs.harvard.edu/abs/2021arXiv210211600K/exportcitation>`__                                                        |
+| ASAM         | *Adaptive Sharpness-Aware Minimization*                                                           | `github <https://github.com/davda54/sam>`__                                       | `https://arxiv.org/abs/2102.11600 <https://arxiv.org/abs/2102.11600>`__                       | `cite <https://ui.adsabs.harvard.edu/abs/2021arXiv210211600K/exportcitation>`__                                      |
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 | GSAM         | *Surrogate Gap Guided Sharpness-Aware Minimization*                                               | `github <https://github.com/juntang-zhuang/GSAM>`__                               | `https://openreview.net/pdf?id=edONMAnhLu- <https://openreview.net/pdf?id=edONMAnhLu->`__     | `cite <https://github.com/juntang-zhuang/GSAM#citation>`__                                                           |
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