Customer-obsessed science
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April 16, 2024First model to work across a wide range of products uses a second U-Net encoder to capture fine-grained product details.
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April 11, 2024This year’s papers address topics such as speech enhancement, spoken-language understanding, dialogue, paralinguistics, and pitch estimation.
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April 03, 2024Solution method uses new infrastructure that reduces proof-checking overhead by more than 90%.
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May 7 - 11, 2024
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May 13 - 17, 2024
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May 20 - 25, 2024
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April 11, 2024
An animation that projects traffic fluctuations onto the U.S. map offers an example of how the Supply Chain Optimization Technologies team uses data visualization to glean insights.
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ANNSIM 20242024This paper proposes a novel integration of simulation, machine learning and mathematical optimization to design a delivery network of autonomous delivery vehicles (ADVs). To obtain the desired scalability, the model is pre-solved using k-means clustering to batch orders based on proximity, then Capacitated Vehicle Routing Problem (CVRP) and Facility Location (FL) models are used to minimize the ADVs’ total
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SAE World Congress 20242024This paper discusses an emerging area of applying machine learning (ML) methods to augment traditional Computational Fluid Dynamics (CFD) simulations of road vehicle aerodynamics. ML methods have the potential to both reduce the computational effort to predict a new geometry or car condition and to explore a greater number of design parameters with the same computational budget. Similar to traditional CFD
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LREC-COLING 20242024Large Language Models (LLMs) operating in 0-shot or few-shot settings achieve competitive results in Text Classification tasks. In-Context Learning (ICL) typically achieves better accuracy than the 0-shot setting, but it pays in terms of efficiency, due to the longer input prompt. In this paper, we propose a strategy to make LLMs as efficient as 0-shot text classifiers, while getting comparable or better
News and features
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April 09, 2024How the team behind Echo Frames delivered longer battery life and improved sound quality inside the slim form factor of a pair of eyeglasses.
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March 27, 2024The submission period opens March 27 and closes on May 7.
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March 21, 2024The principal economist and his team address unique challenges using techniques at the intersection of microeconomics, statistics, and machine learning.