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08/09/2023
Rapid Training Data Creation by Synthesizing Medical Images for Classification and Localization
While the use of artificial intelligence (AI) for medical image analysis...
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01/04/2023
Scalable Optimal Design of Incremental Volt/VAR Control using Deep Neural Networks
Volt/VAR control rules facilitate the autonomous operation of distribute...
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11/17/2022
Deep Learning for Optimal Volt/VAR Control using Distributed Energy Resources
Given their intermittency, distributed energy resources (DERs) have been...
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10/02/2022
Neural Implicit Surface Reconstruction from Noisy Camera Observations
Representing 3D objects and scenes with neural radiance fields has becom...
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05/18/2022
[Re] Distilling Knowledge via Knowledge Review
This effort aims to reproduce the results of experiments and analyze the...
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12/04/2021
DNN-based Policies for Stochastic AC OPF
A prominent challenge to the safe and optimal operation of the modern po...
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05/02/2021
Controlling Smart Inverters using Proxies: A Chance-Constrained DNN-based Approach
Coordinating inverters at scale under uncertainty is the desideratum for...
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04/13/2020