🏢 University of Washington
AV-Cloud: Spatial Audio Rendering Through Audio-Visual Cloud Splatting
·2151 words·11 mins·
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Multimodal Learning
Audio-Visual Learning
🏢 University of Washington
AV-Cloud: Real-time, high-quality 3D spatial audio rendering synced with visuals, bypassing pre-rendered images for immersive virtual experiences.
A Unifying Normative Framework of Decision Confidence
·1353 words·7 mins·
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Machine Learning
Reinforcement Learning
🏢 University of Washington
New normative framework for decision confidence models diverse tasks by incorporating rewards, priors, and uncertainty, outperforming existing methods.
A Near-optimal Algorithm for Learning Margin Halfspaces with Massart Noise
·223 words·2 mins·
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🏢 University of Washington
Near-optimal algorithm achieves computationally efficient learning of margin halfspaces with Massart noise, nearly matching theoretical lower bounds.