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	<title>liquid neural networks &#8211; BIOENGINEER.ORG</title>
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	<title>liquid neural networks &#8211; BIOENGINEER.ORG</title>
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		<title>AI That Knows When It Doesn&#8217;t Know: Bayesian Liquid Network Brings Safer Posture Coaching</title>
		<link>https://bioengineer.org/ai-that-knows-when-it-doesnt-know-bayesian-liquid-network-brings-safer-posture-coaching/</link>
		
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		<pubDate>Fri, 16 Oct 2026 19:02:07 +0000</pubDate>
				<category><![CDATA[Health]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[Bayesian deep learning]]></category>
		<category><![CDATA[biomechanical indicators]]></category>
		<category><![CDATA[health technology]]></category>
		<category><![CDATA[human pose estimation]]></category>
		<category><![CDATA[liquid neural networks]]></category>
		<category><![CDATA[Machine Learning]]></category>
		<category><![CDATA[movement analysis]]></category>
		<category><![CDATA[posture quality assessment]]></category>
		<category><![CDATA[rejection mechanism]]></category>
		<category><![CDATA[reliability]]></category>
		<category><![CDATA[uncertainty quantification]]></category>
		<category><![CDATA[variational inference]]></category>
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					<description><![CDATA[Researchers have built a Bayesian liquid neural network that scores posture quality while quantifying its own uncertainty and abstaining from low-confidence predictions, achieving 0.8715 accuracy and 0.923 effective accuracy with a 15 percent rejection rate.]]></description>
		
		
		
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