Nicky Kriplani

CS PhD Candidate at Cornell Tech | Previously a Software Engineer at Atlassian | Research in Computer Vision and AI Safety

[Rohit Gandikota @rohitgandikota]

We tested several unlearning methods and found none of them really erase knowledge from the model - they simply hide it! 🧐

What does this mean? We must tread carefully with unlearning research within diffusion models🚨

Here is what we learned 🧵👇(led by @kevinlu4588)

[Kevin Lu @kevinlu4588]

Excited to share our paper “When Are Concepts Erased from Diffusion Models?” at @NeurIPSConf!

We introduce two conceptual models for erasure mechanisms in diffusion models, and a suite of probes to recover supposedly forgotten concepts.

Project website: https://t.co/pKQmjEASHK