How to Obtain Synthetic Data? GANs, Diffusion Model, and Augmentation Explained (02/28)
How To Obtain Synthetic Data? Synthetic Data is artificially generated data that mimics real data. It is particularly useful in fields where data is…
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Generative AI and AI Safety: 2 Things You Should Know to Stay Protected
It is quite straightforward to understand what generative AI means — AI models that generate data. But you may wonder why it is more…
Generative AI: 2 AI Safety Things You Should Know to Be Safer
It is quite straightforward to understand what generative AI means — AI models that generate data. But you may wonder why it is more…
How Incorrectly Crafted Synthetic Data Can Trigger Model Collapse (02/23)
With the advancement of generative AI technology, an increasing variety of data is being generated through models. The synthesized data created in this manner…
LoRA: Revolutionary Enhancement in AI Efficiency with Groundbreaking Numerical Innovations (2/23)
LoRA is a technique designed to train or fine-tune AI models more efficiently.
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