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04/23/2019
End-to-End Spoken Language Translation
In this paper, we address the task of spoken language understanding. We ...
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02/20/2019
Audio-Linguistic Embeddings for Spoken Sentences
We propose spoken sentence embeddings which capture both acoustic and li...
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02/17/2019
Twitch Plays Pokemon, Machine Learns Twitch: Unsupervised Context-Aware Anomaly Detection for Identifying Trolls in Streaming Data
With the increasing importance of online communities, discussion forums,...
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11/25/2018
Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference
Homomorphic encryption enables arbitrary computation over data while it ...
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11/25/2018
A Fully Private Pipeline for Deep Learning on Electronic Health Records
We introduce an end-to-end private deep learning framework, applied to t...
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11/25/2018
Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images
Computer-vision hospital systems can greatly assist healthcare workers a...
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11/21/2018
Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions
With more than 300 million people depressed worldwide, depression is a g...
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04/30/2018
Automatic Documentation of ICD Codes with Far-Field Speech Recognition
Documentation errors increase healthcare costs and cause unnecessary pat...
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03/30/2018
Conditional End-to-End Audio Transforms
We present an end-to-end method for transforming audio from one style to...
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08/01/2017
Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance
One in twenty-five patients admitted to a hospital will suffer from a ho...
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11/22/2016
Recurrent Attention Models for Depth-Based Person Identification
We present an attention-based model that reasons on human body shape and...
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03/23/2016