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Jeffrey Tan's Projects

2face icon 2face

Full stack web application for two-factor authentication (2FA) using facial recognition

attention-is-all-you-need icon attention-is-all-you-need

PyTorch implementation of "Attention Is All You Need" by Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin

auto-maple icon auto-maple

Artificial intelligence software for MapleStory that uses various machine learning and computer vision techniques to navigate challenging in-game environments

batch-normalization icon batch-normalization

PyTorch implementation of batch normalization from "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift" by Sergey Ioffe, Christian Szegedy

deep-residual-learning icon deep-residual-learning

PyTorch implementations of the deep residual networks published in "Deep Residual Learning for Image Recognition" by Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun

eavt icon eavt

Full stack web application for viewing, managing, and processing Oz experiment data

generative-adversarial-networks icon generative-adversarial-networks

PyTorch implementation of "Generative Adversarial Networks" by Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio

github-statistics icon github-statistics

GitHub stat tracker that uses GraphQL to retrieve both public and private user statistics, which can then be displayed on profile READMEs

lenet-5 icon lenet-5

PyTorch implementation of LeNet-5 published in "Gradient-Based Learning Applied to Document Recognition" by Y. Lecun, L. Bottou, Y. Bengio, P. Haffner

neighborhood-mia icon neighborhood-mia

Implementation of "Membership Inference Attacks against Language Models via Neighbourhood Comparison" by Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, Bernhard Schölkopf, Mrinmaya Sachan, Taylor Berg-Kirkpatrick

planit icon planit

Assignment tracker for students that compiles due dates into an interactive, minimalist calendar

robust-prompt-optimization icon robust-prompt-optimization

Official repository for paper, "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"

scripts icon scripts

Random collection of software I've written

tanjeffreyz icon tanjeffreyz

Real-time statistics and animated graphics for my GitHub profile

yolo-v1 icon yolo-v1

PyTorch implementation of the YOLOv1 architecture presented in "You Only Look Once: Unified, Real-Time Object Detection" by Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi

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