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#quality-assessment News & Analysis

2 articles tagged with #quality-assessment. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv โ€“ CS AI ยท Feb 275/106
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Quality-Aware Robust Multi-View Clustering for Heterogeneous Observation Noise

Researchers propose QARMVC, a new AI framework for multi-view clustering that addresses heterogeneous noise in real-world data. The system uses quality scores to identify contamination levels and employs hierarchical learning to improve clustering performance, showing superior results across benchmark datasets.

AINeutralarXiv โ€“ CS AI ยท Mar 34/104
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Seeing Beyond 8bits: Subjective and Objective Quality Assessment of HDR-UGC Videos

Researchers introduce Beyond8Bits, a large-scale dataset of 44K HDR user-generated videos with 1.5M crowd ratings, and HDR-Q, the first multimodal large language model designed for HDR video quality assessment. The work addresses limitations of current video quality systems that are optimized for standard dynamic range content.

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