Fix arxiv reference

Author: EiffL

KMI2020/index.html

@@ -975,8 +975,8 @@ <h2>Can we sample from the full Bayesian posterior $p(y | x)$ to estimate uncert
 	<section>
 		<h2>Deep Posterior Sampling with Denoising Score Matching</h2>
 
-		<a href="https://arxiv.org/abs/1912.03980"><img src="https://img.shields.io/badge/astro--ph.IM-arXiv%3A1912.03980-B31B1B.svg" class="plain" style="height:25px;" /></a>
-		<a href="https://arxiv.org/abs/1912.03980"><img src="https://img.shields.io/badge/astro--ph.IM-arXiv%3A1912.03980-B31B1B.svg" class="plain" style="height:25px;" /></a>
+		<a href="https://arxiv.org/abs/2011.08271"><img src="https://img.shields.io/badge/astro--ph.CO-arXiv%3A2011.08271-B31B1B.svg" class="plain" style="height:25px;" /></a>
+		<a href="https://arxiv.org/abs/2011.08698"><img src="https://img.shields.io/badge/stat.ML-arXiv%3A2011.08698-B31B1B.svg" class="plain" style="height:25px;" /></a>
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@@ -1045,8 +1045,7 @@ <h3 class="slide-title">The score is all you need!</h3>
 
 			<section>
 				<h3 class="slide-title">Uncertainty quantification in Magnetic Resonance Imaging (MRI)</h3>
-				<div style="float:right; font-size: 20px">Ramzi, Remy, <b>Lanusse</b> et al. 2020 <a href="https://arxiv.org/abs/1912.03980" style='vertical-align:middle; display:inline;'><img
-							src="https://img.shields.io/badge/astro--ph.IM-arXiv%3A1912.03980-B31B1B.svg" class="plain" style="height:25px;" /></a>
+				<div style="float:right; font-size: 20px">Ramzi, Remy, <b>Lanusse</b> et al. 2020 		<a href="https://arxiv.org/abs/2011.08698" style='vertical-align:middle; display:inline;'><img src="https://img.shields.io/badge/stat.ML-arXiv%3A2011.08698-B31B1B.svg" class="plain" style="height:25px;" /></a>
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@@ -1067,8 +1066,7 @@ <h3 class="slide-title">Uncertainty quantification in Magnetic Resonance Imaging
 
 			<section>
 				<h3 class="slide-title">Probabilistic Mass-Mapping of the HST COSMOS field</h3>
-				<div style="float:right; font-size: 20px">Remy, <b>Lanusse</b>, Ramzi et al. 2020 <a href="https://arxiv.org/abs/1912.03980" style='vertical-align:middle; display:inline;'><img
-							src="https://img.shields.io/badge/astro--ph.IM-arXiv%3A1912.03980-B31B1B.svg" class="plain" style="height:25px;" /></a>
+				<div style="float:right; font-size: 20px">Remy, <b>Lanusse</b>, Ramzi et al. 2020 <a href="https://arxiv.org/abs/2011.08271" style='vertical-align:middle; display:inline;'><img src="https://img.shields.io/badge/astro--ph.CO-arXiv%3A2011.08271-B31B1B.svg" class="plain" style="height:25px;" /></a>
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 				$$\boxed{\gamma = \mathbf{P} \kappa + n}$$
 				<img data-src="assets/cosmos_massmap.png"></img>