Nicky Kriplani
@NickyDCFP
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CS PhD Candidate at Cornell Tech | Previously a Software Engineer at Atlassian | Research in Computer Vision and AI Safety
Joined May 2024
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)
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:
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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:
unerasing.baulab.info
Investigating whether concept erasure in diffusion models truly removes knowledge or merely avoids it, with a comprehensive suite of probing techniques.
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