Randy's Projects
Unofficial Auxiliary Classifier GAN implementation (based on https://github.com/clvrai/ACGAN-PyTorch)
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Code and hyperparameters for the paper "Generative Adversarial Networks"
Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)
learning to protect communications with adversarial neural cryptography
Code for the paper "Adversarial Generator-Encoder Networks"
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
pytorch implementation of Rosca, Mihaela, et al. "Variational Approaches for Auto-Encoding Generative Adversarial Networks." arXiv preprint arXiv:1706.04987 (2017).
Official code for paper: Z. Zhang, X. Wang, J. Huang and S. Zhang, "Analysis and Utilization of Hidden Information in Model Inversion Attacks," in IEEE Transactions on Information Forensics and Security, doi: 10.1109/TIFS.2023.3295942
Open source two-factor authentication for Android
PyTorch implementation of AnimeGANv2
[Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime
Anomaly detection on X-Ray MURA dataset using GAN.
Code accompanying the paper "Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs" (Chen et al., CVPR 2020, Oral).
A collection of AWESOME things about domian adaptation
An awesome list of papers on privacy attacks against machine learning
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
code for "Isolating Sources of Disentanglement in Variational Autoencoders".
Pytorch implementation of β-VAE
Some notes on things I find interesting and important.
Breaching privacy in federated learning scenarios for vision and text
Example UWP Media Application to show best practices
[NeurIPS 2021] "Class-Disentanglement and Applications in Adversarial Detection and Defense"
[ECCV2020] A Large-Scale Face Anti-Spoofing Dataset
A large-scale face dataset for face parsing, recognition, generation and editing.
cGANTransfer PyTorch Implementation
CharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)
Crypto System designed for cryptographic class in southeast university
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.