From 4fd348ce6015112fd79b7b78b0aa7c48cdeefe1d Mon Sep 17 00:00:00 2001
From: turnmanh <17703667+turnmanh@users.noreply.github.com>
Date: Sat, 16 Dec 2023 07:53:04 -0600
Subject: [PATCH] added description to the post

---
 ...he-value-of-flow-matching-for-density-estimation.md | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/_posts/2024-05-07-elaborating-on-the-value-of-flow-matching-for-density-estimation.md b/_posts/2024-05-07-elaborating-on-the-value-of-flow-matching-for-density-estimation.md
index 1de45f63..e76c71af 100644
--- a/_posts/2024-05-07-elaborating-on-the-value-of-flow-matching-for-density-estimation.md
+++ b/_posts/2024-05-07-elaborating-on-the-value-of-flow-matching-for-density-estimation.md
@@ -1,7 +1,15 @@
 ---
 layout: distill
 title: Elaborating on the Value of Flow Matching for Density Estimation
-description: todo.
+description:  The transfer of Flow Matching from Diffusion Models to Normalizing
+              Flows allows to fit expressive continuous normalizing flows 
+              efficiently and therefore enables their usage for different kinds 
+              of density estimation tasks. One particularly interesting task is 
+              Simulation-based Inference, where Flow Matching enabled several 
+              improvements. The post shall focus on the discussion of Flow 
+              Matching for Continuous Normalizing Flows. To highlight the 
+              relevance and the practicality of the method, their use and 
+              advantageous for Simulation-based Inference is elaborated. 
 date: 2024-05-07
 future: true
 htmlwidgets: true