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	<title>Kazakh Sign Language &#8211; BIOENGINEER.ORG</title>
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		<title>Compact Transformer Learns Kazakh Sign Language From Landmarks, Not Pixels</title>
		<link>https://bioengineer.org/compact-transformer-learns-kazakh-sign-language-from-landmarks-not-pixels/</link>
		
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		<pubDate>Tue, 27 Oct 2026 07:12:40 +0000</pubDate>
				<category><![CDATA[Technology]]></category>
		<category><![CDATA[assistive technology]]></category>
		<category><![CDATA[class imbalance]]></category>
		<category><![CDATA[cross-validation]]></category>
		<category><![CDATA[deep learning]]></category>
		<category><![CDATA[Kazakh Sign Language]]></category>
		<category><![CDATA[landmark-based recognition]]></category>
		<category><![CDATA[low-resource languages]]></category>
		<category><![CDATA[MediaPipe Holistic]]></category>
		<category><![CDATA[sign language recognition]]></category>
		<category><![CDATA[signer-independent evaluation]]></category>
		<category><![CDATA[temporal attention pooling]]></category>
		<category><![CDATA[Transformer]]></category>
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					<description><![CDATA[Kazakh researchers built a 3.5-million-parameter multi-branch Transformer that recognizes Kazakh Sign Language gestures from unseen signers, outperforming three baselines under strict signer-independent testing.]]></description>
		
		
		
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