LAION

6 Posts

More Scraped Data, Greater Bias: Research shows that training on larger datasets can increase social bias.
LAION

More Scraped Data, Greater Bias: Research shows that training on larger datasets can increase social bias.

How can we build large-scale language and vision models that don’t inherit social biases? Conventional wisdom suggests training on larger datasets, but research challenges this assumption.

October 4, 20232 min read
More Scraped Data, Greater Bias: Research shows that training on larger datasets can increase social bias.
LAION

More Scraped Data, Greater Bias: Research shows that training on larger datasets can increase social bias.

How can we build large-scale language and vision models that don’t inherit social biases? Conventional wisdom suggests training on larger datasets, but research challenges this assumption.

October 4, 20232 min read
Like Diffusion but Faster: The Paella model for fast image generation, explained
LAION

Like Diffusion but Faster: The Paella model for fast image generation, explained

The ability to generate realistic images without waiting would unlock applications from engineering to entertainment and beyond. New work takes a step in that direction.

June 14, 20232 min read
Like Diffusion but Faster: The Paella model for fast image generation, explained
LAION

Like Diffusion but Faster: The Paella model for fast image generation, explained

The ability to generate realistic images without waiting would unlock applications from engineering to entertainment and beyond. New work takes a step in that direction.

June 14, 20232 min read
LAION Roars: The story of LAION, the dataset behind Stable Diffusion
LAION

LAION Roars: The story of LAION, the dataset behind Stable Diffusion

The largest dataset for training text-to-image generators was assembled by volunteers for roughly $10,000. Now it’s implicated in fights over whether copyrighted works can be used for training.

June 7, 20233 min read
LAION Roars: The story of LAION, the dataset behind Stable Diffusion
LAION

LAION Roars: The story of LAION, the dataset behind Stable Diffusion

The largest dataset for training text-to-image generators was assembled by volunteers for roughly $10,000. Now it’s implicated in fights over whether copyrighted works can be used for training.

June 7, 20233 min read

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