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Manufacturing

Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts
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AI Applications Manufacturing 🏢 DFKI
Text2CAD: AI generates CAD models from text prompts!
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models
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AI Applications Manufacturing 🏢 Cornell University
FastSurvival unveils computationally efficient methods for training Cox Proportional Hazards models, achieving high precision and overcoming convergence issues of previous algorithms.
Expert-level protocol translation for self-driving labs
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AI Applications Manufacturing 🏢 Peking University
This research introduces a novel, automated protocol translation framework for self-driving labs, tackling the challenge of converting human-readable experimental protocols into machine-interpretable …
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties
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AI Applications Manufacturing 🏢 University of Pennsylvania
AR-Pro uses generative models to create counterfactual explanations for anomaly detection, formally specifying what a non-anomalous version should look like and improving interpretability.
Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient
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AI Applications Manufacturing 🏢 Zhejiang University
AOPU: A novel neural network achieves superior stability in regression network training by approximating the natural gradient, minimizing variance estimation, and enhancing robustness.