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cs.LG2022★ 112 cited
Understanding Diffusion Models: A Unified Perspective
Calvin Luo
Diffusion models have shown incredible capabilities as generative models; indeed, they power the current state-of-the-art models on text-conditioned image generation such as Imagen…
cs.LG2020★ 1 cited
Data Augmentation via Structured Adversarial Perturbations
Calvin Luo, Hossein Mobahi, Samy Bengio
Data augmentation is a major component of many machine learning methods with state-of-the-art performance. Common augmentation strategies work by drawing random samples from a spac…