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Jongheon Jeong's Projects

advex-uar icon advex-uar

Code for "Testing Robustness Against Unforeseen Adversaries"

arcus icon arcus

ARCUS is the NAVER memcached with lists, sets and b+trees. http://naver.github.io/arcus

contrad icon contrad

Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)

diver icon diver

indivisualized fashion recommendation shopping system

fb.resnet.torch icon fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

haskell-study icon haskell-study

Solutions for the homeworks @ http://www.seas.upenn.edu/~cis194/spring15/

hpolib icon hpolib

HPOlib is a hyperparameter optimization library. It provides a common interface to three state of the art hyperparameter optimization packages: SMAC, spearmint and hyperopt

jem icon jem

Project site for "Your Classifier is Secretly and Energy-Based Model and You Should Treat it Like One"

mondac icon mondac

MONDrian Algorithm Configuration: Module for algorithm configuration with Mondrian forest

nuisance_ib icon nuisance_ib

Codebase for the paper "Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck" (CVPR 2023)

smoothing icon smoothing

Provable adversarial robustness at ImageNet scale

smoothing-consistency icon smoothing-consistency

Code for the paper "Consistency Regularization for Certified Robustness of Smoothed Classifiers" (NeurIPS 2020)

smoothmix icon smoothmix

Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)

stylegan2 icon stylegan2

StyleGAN2 - Official TensorFlow Implementation

test_db icon test_db

A sample MySQL database with an integrated test suite, used to test your applications and database servers

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