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Xinwei Zhao's Projects

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

clinicalbert icon clinicalbert

repository for Publicly Available Clinical BERT Embeddings

cnndetection icon cnndetection

Code for the paper: CNN-generated images are surprisingly easy to spot... for now https://peterwang512.github.io/CNNDetection/

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

docs icon docs

TensorFlow documentation

gandctanalysis icon gandctanalysis

Code for the ICML 2020 paper: Leveraging Frequency Analysis for Deep Fake Image Recognition.

lsun icon lsun

LSUN Dataset Documentation and Demo Code

models icon models

Models and examples built with TensorFlow

robust_physical_perturbations icon robust_physical_perturbations

Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)

stargan icon stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

stylegan icon stylegan

StyleGAN - Official TensorFlow Implementation

two-are-better-than-one icon two-are-better-than-one

Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2020

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