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Coverage-Guaranteed Speech Emotion Recognition via Calibrated Uncertainty-Adaptive Prediction Sets
We construct a non-negative test martingale to maintain prediction validity even in dynamic and non-exchangeable environments.
Breaking the Memory Wall for AI Chip with a New Dimension
Recent advancements in deep learning have led to the widespread adoption of artificial intelligence (AI) in applications such as computer vision and natural language processing.
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