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)
BotFramework-yunyunRobot
BraTS-brain-tumer-segmentation
Code for brain tumor segmentaion
Computer-Vision-HW
Computer-Vision-HW
DNN-Model-Stealing
Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)
HsinchuHackthon_Emotion_Analysis
Instagram users data crawling & text sentiment analysis
Interpreting-Adversarial-Examples-Via-CAM
Kinect-FaceRecognition
use kinect to do face recognotion
Traffic-Sign-Detection-DL-final-project
yunyuntsai.github.io
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)
yunyuntsai/DNN-Model-Stealing
Code for "CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples" (NDSS 2020)
yunyuntsai/BraTS-brain-tumer-segmentation
Code for brain tumor segmentaion
yunyuntsai/Interpreting-Adversarial-Examples-Via-CAM
yunyuntsai/yunyuntsai.github.io
yunyuntsai/HsinchuHackthon_Emotion_Analysis
Instagram users data crawling & text sentiment analysis
yunyuntsai/Traffic-Sign-Detection-DL-final-project
yunyuntsai/Computer-Vision-HW
Computer-Vision-HW
yunyuntsai/CVP-Self-Supervised-Convolutional-Visual-Prompt
yunyuntsai/defensegan
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
yunyuntsai/homework-0
yunyuntsai/jekyll-theme-stellar
:stars: A Jekyll port of HTML5UP stellar theme
yunyuntsai/MAE-Reverse-Adversarial
yunyuntsai/MagNet
MagNet: a Two-Pronged Defense against Adversarial Examples
yunyuntsai/Model-Extraction-Attack
yunyuntsai/models
Models and examples built with TensorFlow
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.
yunyuntsai/Used_Car_shiny
Azure ML bootcamps
yunyuntsai/Xamarin_ZenboApp
yunyuntsai/Applied-computer-vision-project
yunyuntsai/Azureml-shiny-app
Titanic prediction workshop - shiny on Azure via ML studio
yunyuntsai/CLIP
Contrastive Language-Image Pretraining
yunyuntsai/DCGAN-CIFAR10-pytorch
A DCGAN built on the CIFAR10 dataset using pytorch
yunyuntsai/Final_Project_Embedded_System
yunyuntsai/Interactive-Registration-UWP
yunyuntsai/Neural-Network-Lab
yunyuntsai/robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
yunyuntsai/Self-Check-In-Kiosk-with-Indoor-Tracking
yunyuntsai/ServiceBusConsoleApp
yunyuntsai/WebCamApp-DevDay