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20232026
most citedRolling the dice for better deep learning performance: A study of randomness techniques in deep neural networks

26 citations · 29 across the 4 of their papers we have counts for

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2 papers · 1 filter

cs.LG2026

When More Modalities Hurt: Modality Dropout for Heavy-Duty Vehicle Engine Diagnostics

Adeel Zafar, Slawomir Nowaczyk, Hamid Sarmadi +1

Heavy-duty vehicle diagnostics generate three disconnected data modalities: unstructured multi- lingual service complaints, high-dimensional sensor telemetry with over 80% missing…

cs.AI2026

Bridging Forecast Accuracy and Inventory KPIs: A Simulation-Based Software Framework

So Fukuhara, Abdallah Alabdallah, Nuwan Gunasekara +1

Efficient management of spare parts inventory is crucial in the automotive aftermarket, where demand is highly intermittent and uncertainty drives substantial cost and service risk…