Skip to content

AhmedImtiazPrio/grok-adversarial

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

19 Commits

logs

logs

 
 

models

models

 
 

.gitignore

.gitignore

 
 

LICENSE

LICENSE

 
 

README.md

README.md

 
 

attacks.py

attacks.py

 
 

configs.py

configs.py

 
 

dataloaders.py

dataloaders.py

 
 

grokspline.yml

grokspline.yml

 
 

local_complexity.py

local_complexity.py

 
 

models.py

models.py

 
 

samplers.py

samplers.py

 
 

train_resnet18_cifar10.py

train_resnet18_cifar10.py

 
 

utils.py

utils.py

 
 

Repository files navigation

Deep Networks Always Grok and Here is Why, ArXiv 2024

Open In Colab Open In Colab

Paper Link | Website

Cifar10-CNN Cifar10-CNN
Fig: CNN grokking CIFAR10 adversarial examples (Left), ResNet18 grokking Imagenette adv examples (Right)


Coming Soon! Check out our visualization tool in the meantime: bit.ly/splinecam

About

Deep Networks Grok All the Time and Here is Why

Resources

Readme

License

MIT license
Activity

Stars

7 stars

Watchers

3 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages