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Laboratory for Intelligent Probabilistic Systems

Princeton University Department of Computer Science
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  • Vitruvion: A Generative Model of Parametric CAD Sketches
    Ari Seff
    ---
    September 25, 2021
    Blog
    anemptytextlline
    Ari Seff, Wenda Zhou, Nick Richardson, and Ryan P. AdamsInternational Conference on Learning Representations (ICLR) 2022PaperVideoCode & model weights Vitruvion is a transformer-based model trained to generate parametric computer-aided design (CAD) sketches. It shows promise to augment mechanical design via tasks such as converting hand drawings to CAD models, autocompleting sketches,...
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  • Using 3D Printing to Develop Rapid-Response PPE Manufacturing
    Geoffrey Roeder
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    September 28, 2020
    Blog
    anemptytextlline
    SARS-CoV-2 cases are beginning to rise again as we head into October. In part due to Labor Day celebrations and the return of many students to in-person classes, the latest National CDC forecasts predict up to 7,400 new COVID-19 deaths per week in our near future. Back during the first...
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  • Video: Introduction to Convex Optimization
    Ryan Adams
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    September 27, 2020
    Video
    anemptytextlline
    Convex objective functions are the ones we understand the best. This video explains how things like linear programming can capture real-world optimization problems. This is part of a series of videos for COS 302: Mathematics for Numerical Computation and Machine Learning, replacing lectures after the course went remote...
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