Serena Yeung

is this you? claim profile

0 followers
Stanford University

Featured Co-authors

Li Fei-Fei
109 publications
Sanja Fidler
79 publications
Greg Mori
50 publications
Alexandre Alahi
32 publications
Jose M. Alvarez
31 publications
Olga Russakovsky
27 publications
Alireza Fathi
16 publications
Anitha Kannan
15 publications
Predrag Klasnja
12 publications
Mykhaylo Andriluka
12 publications
Albert Haque
12 publications

DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images

In the biomedical domain, there is an abundance of dense, complex data w...
04/03/2021 ∙ by Joy Hsu, et al. ∙ 0 ∙ share

read it
Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision

Instance segmentation is an active topic in computer vision that is usua...
04/02/2021 ∙ by Zhenzhen Weng, et al. ∙ 3 ∙ share

read it
Personalized Federated Learning with First Order Model Optimization

While federated learning traditionally aims to train a single global mod...
12/15/2020 ∙ by Michael Zhang, et al. ∙ 17 ∙ share

read it
Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery

Open, or non-laparoscopic surgery, represents the vast majority of all o...
12/13/2020 ∙ by Michael Zhang, et al. ∙ 6 ∙ share

read it
Learning Hyperbolic Representations for Unsupervised 3D Segmentation

There exists a need for unsupervised 3D segmentation on complex volumetr...
12/03/2020 ∙ by Joy Hsu, et al. ∙ 0 ∙ share

read it
Holistic 3D Human and Scene Mesh Estimation from Single View Images

The 3D world limits the human body pose and the human body pose conveys ...
12/02/2020 ∙ by Zhenzhen Weng, et al. ∙ 0 ∙ share

read it
Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions

We study the problem of medical symptoms recognition from patient text, ...
11/12/2020 ∙ by Ali Mottaghi, et al. ∙ 29 ∙ share

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it
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

read it