Vikash Sehwag

Details on calculating principal direction vectors for attributes

3

Hi, Thanks for releasing such a well-written code and the interactive demo for the paper. Even when I am testing it on real-world images, the reconstruction and semantic changes are...

Demo on remote server

5

Is it possible to support the functionality where we can run the interactive demo on a remote server (similar to tensorboard)? I have GPUs available only on a headless server,...

Criterion for adding a new models to existing list of defenses?

10

Thanks for releasing such a rigorous evaluation of existing works on adversarial defenses. It is immensely helpful to get more clarity on this topic. I wonder what is the criterion...

Suboptimal usage of 8xH100 GPUs - Streaming dataloader speed significantly fluctuates across batches

7

Setup - Environment: Pytorch 2.3.0, composer 0.22.0, streaming 0.7.4 - GPU: 8xH100 sxm, BF16 mode This issue is related #643 but concerns a more subtle issue with Streaming datasets. Over...