Stable Diffusion

30 Posts

Instability at Stability AI: Stability AI CEO steps down as company faces financial and market challenges
Stable Diffusion

Instability at Stability AI: Stability AI CEO steps down as company faces financial and market challenges

The CEO of Stability AI resigned as the company faces an increasingly competitive market.

April 10, 20242 min read
Instability at Stability AI: Stability AI CEO steps down as company faces financial and market challenges
Stable Diffusion

Instability at Stability AI: Stability AI CEO steps down as company faces financial and market challenges

The CEO of Stability AI resigned as the company faces an increasingly competitive market.

April 10, 20242 min read
Synthetic Data Helps Image Classification: StableRep, a method that trains vision transformers on images generated by Stable Diffusion
Stable Diffusion

Synthetic Data Helps Image Classification: StableRep, a method that trains vision transformers on images generated by Stable Diffusion

Generated images can be more effective than real ones in training a vision model to classify images. Yonglong Tian, Lijie Fan, and colleagues at Google and MIT introduced StableRep, a self-supervised method that trains vision transformers on images generated by...

November 8, 20232 min read
Synthetic Data Helps Image Classification: StableRep, a method that trains vision transformers on images generated by Stable Diffusion
Stable Diffusion

Synthetic Data Helps Image Classification: StableRep, a method that trains vision transformers on images generated by Stable Diffusion

Generated images can be more effective than real ones in training a vision model to classify images. Yonglong Tian, Lijie Fan, and colleagues at Google and MIT introduced StableRep, a self-supervised method that trains vision transformers on images generated by...

November 8, 20232 min read
Music Generation For the Masses: Stability.ai launches Stable Audio, a text-to-music generator.
Stable Diffusion

Music Generation For the Masses: Stability.ai launches Stable Audio, a text-to-music generator.

Stability.ai, maker of the Stable Diffusion image generator and StableLM text generator, launched Stable Audio, a system that generates music and sound effects from text. You can play with it and listen to examples here. The service is free for 20 generations per month up to 45 seconds long.

September 21, 20232 min read
Music Generation For the Masses: Stability.ai launches Stable Audio, a text-to-music generator.
Stable Diffusion

Music Generation For the Masses: Stability.ai launches Stable Audio, a text-to-music generator.

Stability.ai, maker of the Stable Diffusion image generator and StableLM text generator, launched Stable Audio, a system that generates music and sound effects from text. You can play with it and listen to examples here. The service is free for 20 generations per month up to 45 seconds long.

September 21, 20232 min read
Text-To-3D Animation: MAV3D, a method for generating 3D dynamic scenes from text descriptions
Stable Diffusion

Text-To-3D Animation: MAV3D, a method for generating 3D dynamic scenes from text descriptions

Text-to-video generation is so 2022! A new system takes in text and generates an animated 3D scene that can be viewed or rendered from any angle.

August 30, 20233 min read
Text-To-3D Animation: MAV3D, a method for generating 3D dynamic scenes from text descriptions
Stable Diffusion

Text-To-3D Animation: MAV3D, a method for generating 3D dynamic scenes from text descriptions

Text-to-video generation is so 2022! A new system takes in text and generates an animated 3D scene that can be viewed or rendered from any angle.

August 30, 20233 min read
Diffusion Transformed: A new class of diffusion models based on the transformer architecture
Stable Diffusion

Diffusion Transformed: A new class of diffusion models based on the transformer architecture

A tweak to diffusion models, which are responsible for most of the recent excitement about AI-generated images, enables them to produce more realistic output.

August 9, 20232 min read
Diffusion Transformed: A new class of diffusion models based on the transformer architecture
Stable Diffusion

Diffusion Transformed: A new class of diffusion models based on the transformer architecture

A tweak to diffusion models, which are responsible for most of the recent excitement about AI-generated images, enables them to produce more realistic output.

August 9, 20232 min read
Stable Biases: Stable Diffusion may amplify biases in its training data.
Stable Diffusion

Stable Biases: Stable Diffusion may amplify biases in its training data.

Stable Diffusion may amplify biases in its training data in ways that promote deeply ingrained social stereotypes.

July 12, 20233 min read
Stable Biases: Stable Diffusion may amplify biases in its training data.
Stable Diffusion

Stable Biases: Stable Diffusion may amplify biases in its training data.

Stable Diffusion may amplify biases in its training data in ways that promote deeply ingrained social stereotypes.

July 12, 20233 min read
What the Brain Sees: How a text-to-image model generates images from brain scans
Stable Diffusion

What the Brain Sees: How a text-to-image model generates images from brain scans

A pretrained text-to-image generator enabled researchers to see — roughly — what other people looked at based on brain scans. Yu Takagi and Shinji Nishimoto developed a method that uses Stable Diffusion to reconstruct images viewed by test subjects...

June 22, 20232 min read
What the Brain Sees: How a text-to-image model generates images from brain scans
Stable Diffusion

What the Brain Sees: How a text-to-image model generates images from brain scans

A pretrained text-to-image generator enabled researchers to see — roughly — what other people looked at based on brain scans. Yu Takagi and Shinji Nishimoto developed a method that uses Stable Diffusion to reconstruct images viewed by test subjects...

June 22, 20232 min read
Like Diffusion but Faster: The Paella model for fast image generation, explained
Stable Diffusion

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

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