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Similarity Search for Efficient Active Learning and Search of Rare Concepts
Many active learning and search approaches are intractable for industria...
06/30/2020 ∙ by Cody Coleman, et al. ∙
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SentiNet: Detecting Physical Attacks Against Deep Learning Systems
SentiNet is a novel detection framework for physical attacks on neural n...
12/02/2018 ∙ by Edward Chou, et al. ∙
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Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference
Homomorphic encryption enables arbitrary computation over data while it ...
11/25/2018 ∙ by Edward Chou, et al. ∙
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A Fully Private Pipeline for Deep Learning on Electronic Health Records
We introduce an end-to-end private deep learning framework, applied to t...
11/25/2018 ∙ by Edward Chou, et al. ∙
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Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images
Computer-vision hospital systems can greatly assist healthcare workers a...
11/25/2018 ∙ by Edward Chou, et al. ∙
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The Price is Right: Predicting Prices with Product Images
In this work, we build an ensemble of machine learning models to predict...
03/29/2018 ∙ by Steven Chen, et al. ∙
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