Learning to Forget in Text-to-Image Diffusion Models - Paper 8
University of Central Florida via YouTube
Master Production-Ready Machine Learning, Step by Step
Learn AI, Data Science & Business — Earn Certificates That Get You Hired
Overview
Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This research presentation from the University of Central Florida explores the concept of "learning to forget" in text-to-image diffusion models. Dive into innovative techniques that enable AI systems to selectively remove or modify specific concepts they've previously learned, while maintaining overall generative capabilities. Understand the challenges and solutions for implementing controlled forgetting in diffusion models, which has important implications for addressing bias, removing copyrighted content, and enhancing model customization.
Syllabus
Paper 8: Learning to Forget in Text-to-Image Diffusion Models
Taught by
UCF CRCV