Customer-obsessed science
Research areas
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July 10, 20265 min readHydroShear, a new physics-based simulator, teaches robots how to use their sense of touch to perform complex manipulation tasks, in a way that transfers seamlessly to the real world.
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July 9, 202610 min read
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Featured news
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ICCV 2025 Workshop on Computer Vision in Advertising and Marketing2025Financial institutions continue to process millions of handwritten forms despite digital transformation efforts, creating a significant operational bottleneck. This research addresses the persistent challenge of automating handwritten data extraction from financial documents by introducing a four-stage processing pipeline that significantly out-performs existing solutions. Our approach sequentially combines
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Machine Learning for Healthcare 20252025Large language models demonstrate impressive performance on standardized healthcare benchmarks, yet their deployment readiness for real-world environments remains poorly understood. Current medical benchmarks present idealized scenarios that misrepresent the complexity of actual clinical data. We systematically evaluate LLM robustness by introducing clinician-validated perturbations to MedQA that mirror
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Winter Simulation Conference 20252025The integration of Computer-Aided Design (CAD) models into discrete event simulation software is a critical requirement for many simulation projects, particularly those involving the movement of people or vehicles where spatial accuracy directly impacts study outcomes. While importing CAD files and configuring simulation elements is essential for system accuracy, this process is typically time-consuming
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Transactions on Machine Learning Research2025While accuracy is a critical requirement for time series forecasting, an equally important desideratum is reasonable forecast volatility across forecast creation dates (FCDs). Even highly accurate models can produce erratic revisions between FCDs, undermining trust and disrupting downstream decision-making. To improve the volatility of forecast revisions, state-of-the-art models like MQCNN, MQT, and SPADE
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ICCV 2025 Workshop on Computer Vision in Advertising and Marketing2025The rapid integration of artificial intelligence (AI) in influencer marketing has transformed the industry, offering enhanced efficiency and scalability, while raising critical concerns about authenticity, transparency, and consumer trust preservation. This survey examines current approaches to human-AI collaboration in influencer marketing, analyzing how brands can leverage AI-powered content generation
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