Serena Yeung

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Stanford University

Adversarial Representation Active Learning

Active learning aims to develop label-efficient algorithms by querying t...
12/20/2019 ∙ by Ali Mottaghi, et al. ∙ 44 ∙ share

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Rapidly Personalizing Mobile Health Treatment Policies with Limited Data

In mobile health (mHealth), reinforcement learning algorithms that adapt...
02/23/2020 ∙ by Sabina Tomkins, et al. ∙ 11 ∙ share

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End-to-end Learning of Action Detection from Frame Glimpses in Videos

In this work we introduce a fully end-to-end approach for action detecti...
11/22/2015 ∙ by Serena Yeung, et al. ∙ 0 ∙ share

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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...
08/01/2017 ∙ by Albert Haque, et al. ∙ 0 ∙ share

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Learning to Learn from Noisy Web Videos

Understanding the simultaneously very diverse and intricately fine-grain...
06/09/2017 ∙ by Serena Yeung, et al. ∙ 0 ∙ share

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Towards Viewpoint Invariant 3D Human Pose Estimation

We propose a viewpoint invariant model for 3D human pose estimation from...
03/23/2016 ∙ by Albert Haque, et al. ∙ 0 ∙ share

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Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos

Every moment counts in action recognition. A comprehensive understanding...
07/21/2015 ∙ by Serena Yeung, et al. ∙ 0 ∙ share

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VideoSET: Video Summary Evaluation through Text

In this paper we present VideoSET, a method for Video Summary Evaluation...
06/23/2014 ∙ by Serena Yeung, et al. ∙ 0 ∙ share

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Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks

Five billion people in the world lack access to quality surgical care. S...
02/24/2018 ∙ by Amy Jin, et al. ∙ 0 ∙ share

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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. ∙ 0 ∙ share

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Serena Yeung

Featured Co-authors

Li Fei-Fei

Greg Mori

Alexandre Alahi

Olga Russakovsky

Albert Haque

Predrag Klasnja

Alireza Fathi

Mykhaylo Andriluka

Jonathan Krause

Susan Murphy

Zelun Luo

Adversarial Representation Active Learning

Rapidly Personalizing Mobile Health Treatment Policies with Limited Data

End-to-end Learning of Action Detection from Frame Glimpses in Videos

Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance

Learning to Learn from Noisy Web Videos

Towards Viewpoint Invariant 3D Human Pose Estimation

Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos

VideoSET: Video Summary Evaluation through Text

Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks

Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference