yunyuntsai

Ph.D. in Computer Science, Columbia University in the City of New York

Columbia UniversityManhattan, New York

Pinned Repositories

Black-box-Adversarial-Reprogramming
Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)
Language:Python37 3 24
BotFramework-yunyunRobot
Language:JavaScript1 2 00
BraTS-brain-tumer-segmentation
Code for brain tumor segmentaion
Language:Jupyter Notebook8 2 22
Computer-Vision-HW
Computer-Vision-HW
Language:Python1 2 00
DNN-Model-Stealing
Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)
Language:Jupyter Notebook18 2 33
HsinchuHackthon_Emotion_Analysis
Instagram users data crawling & text sentiment analysis
Language:Jupyter Notebook2 2 20
Interpreting-Adversarial-Examples-Via-CAM
Language:Jupyter Notebook4 2 11
Kinect-FaceRecognition
use kinect to do face recognotion
Language:C#2 2 10
Traffic-Sign-Detection-DL-final-project
Language:Python2 2 00
yunyuntsai.github.io
Language:HTML3 2 10

yunyuntsai's Repositories

yunyuntsai/Black-box-Adversarial-Reprogramming
Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)
Language:Python37 3 24
yunyuntsai/DNN-Model-Stealing
Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)
Language:Jupyter Notebook18 2 33
yunyuntsai/BraTS-brain-tumer-segmentation
Code for brain tumor segmentaion
Language:Jupyter Notebook8 2 22
yunyuntsai/Interpreting-Adversarial-Examples-Via-CAM
Language:Jupyter Notebook4 2 11
yunyuntsai/yunyuntsai.github.io
Language:HTML3 2 10
yunyuntsai/HsinchuHackthon_Emotion_Analysis
Instagram users data crawling & text sentiment analysis
Language:Jupyter Notebook2 2 20
yunyuntsai/Traffic-Sign-Detection-DL-final-project
Language:Python2 2 00
yunyuntsai/Computer-Vision-HW
Computer-Vision-HW
Language:Python1 2 00
yunyuntsai/CVP-Self-Supervised-Convolutional-Visual-Prompt
Language:Jupyter Notebook11
yunyuntsai/defensegan
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
Language:Python1 2 0
yunyuntsai/homework-0
1 2 0
yunyuntsai/jekyll-theme-stellar
:stars: A Jekyll port of HTML5UP stellar theme
Language:CSS1 1 0
yunyuntsai/MAE-Reverse-Adversarial
Language:Jupyter Notebook11
yunyuntsai/MagNet
MagNet: a Two-Pronged Defense against Adversarial Examples
Language:Python1 2 0
yunyuntsai/Model-Extraction-Attack
Language:Jupyter Notebook1 2 00
yunyuntsai/models
Models and examples built with TensorFlow
Language:Python1 1 0
yunyuntsai/stellar
A free, fully responsive HTML5 + CSS3 site template designed by @ajlkn for HTML5 UP and released for free under the Creative Commons license.
Language:CSS1 1 0
yunyuntsai/Used_Car_shiny
Azure ML bootcamps
Language:R1 2 0
yunyuntsai/Xamarin_ZenboApp
Language:C#1 2 0
yunyuntsai/Applied-computer-vision-project
Language:Jupyter Notebook1 0
yunyuntsai/Azureml-shiny-app
Titanic prediction workshop - shiny on Azure via ML studio
Language:R2 0
yunyuntsai/CLIP
Contrastive Language-Image Pretraining
Language:Jupyter Notebook0 0
yunyuntsai/DCGAN-CIFAR10-pytorch
A DCGAN built on the CIFAR10 dataset using pytorch
Language:Python1 0
yunyuntsai/Final_Project_Embedded_System
Language:C#2 0
yunyuntsai/Interactive-Registration-UWP
Language:C#2 1
yunyuntsai/Neural-Network-Lab
Language:Jupyter Notebook2 1
yunyuntsai/robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
Language:Python1 0
yunyuntsai/Self-Check-In-Kiosk-with-Indoor-Tracking
2 0
yunyuntsai/ServiceBusConsoleApp
Language:PowerShell2 0
yunyuntsai/WebCamApp-DevDay
Language:C#2 0