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06/27/2023
Differentially Private Video Activity Recognition
In recent years, differential privacy has seen significant advancements ...
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12/01/2018
Vision-Based Gait Analysis for Senior Care
As the senior population rapidly increases, it is challenging yet crucia...
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09/05/2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency
We present an unsupervised learning framework for simultaneously trainin...
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11/30/2017
Label Efficient Learning of Transferable Representations across Domains and Tasks
We propose a framework that learns a representation transferable across ...
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11/30/2017
Graph Distillation for Action Detection with Privileged Information
In this work, we propose a technique that tackles the video understandin...
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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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01/07/2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos
We present an unsupervised representation learning approach that compact...
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03/23/2016