From e65b43e01a1af52911acd9a5436731164d4a0980 Mon Sep 17 00:00:00 2001 From: Junho Yun <43261253+philgineer@users.noreply.github.com> Date: Mon, 17 Jul 2023 17:09:46 +0900 Subject: [PATCH] Fix svg figure to LaTex in README.md At the end of the Overview, the formula is barely visible due to the similarity of the background and the font color. Furthermore, the current version of GIthub supports LaTex representation so it's clearer to see the formula if you replace the svg file with LaTex text. --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index 51bd8ad..78cd7f7 100644 --- a/README.md +++ b/README.md @@ -41,8 +41,7 @@ training time. To achieve this, we rewrite the backward pass of BN in terms of its output `y`, which is in turn reconstructed from `z` by inverting the activation function. -The parametrization for the scaling factor of BN changed compared to standard BN, in order to ensure an invertible transformation. Specifically, the scaling factor becomes -. +The parametrization for the scaling factor of BN changed compared to standard BN, in order to ensure an invertible transformation. Specifically, the scaling factor becomes $\hat{\gamma} = \left | \gamma \right | + \epsilon$ . ## Requirements