Samuele Marro

icon indicating a website link https://samuelemarro.it icon indicating an email [email protected]

icon location Oxford, UK icon location Hey there! I'm a DPhil Student at Oxford University's AIMS CDT, funded by Microsoft. My research focuses on communication protocols between language models.

Results 4 issues of Samuele Marro

Added Carlini Linfinity attack

5 comment

This implementation is based on Carlini’s original [Tensorflow implementation](https://github.com/carlini/nn_robust_attacks/blob/master/li_attack.py) . The main differences between the original and this one are: * Carlini’s implementation works on only one image at the...

Missing densenet-bc-100-12 weights for cifar100 on OneDrive

The OneDrive folder for densenet-bc-100-12 (cifar100) only contains log.txt.

L_inf always fails if abort_early is False

In li_attack.py, the function `doit` never returns anything if `abort_early=False`. This means that `doit` will always return None, which will be interpreted by `attack_single` as a failure.

Sanity Check - Looking for a basic CIFAR10 hyperparameter set

6 comment

I'm running the `denoising_diffusion_pytorch.py` script as-is on the CIFAR10 dataset, however the FID quickly plateaus to ~90, which is a far cry from both those reported in the DDIM/DDPM paper...