Generative Adversarial Network (GAN)

92 Posts

The Sound of Conversation: AI Learns to Mimic Conversational Pauses and Interruptions
Generative Adversarial Network (GAN)

The Sound of Conversation: AI Learns to Mimic Conversational Pauses and Interruptions

In spoken conversation, people naturally take turns amid interjections and other patterns that aren’t strictly verbal. A new approach generated natural-sounding audio dialogs without training on text transcriptions that mark when one party should stop speaking and the other should chime in.

October 6, 20222 min read
The Sound of Conversation: AI Learns to Mimic Conversational Pauses and Interruptions
Generative Adversarial Network (GAN)

The Sound of Conversation: AI Learns to Mimic Conversational Pauses and Interruptions

In spoken conversation, people naturally take turns amid interjections and other patterns that aren’t strictly verbal. A new approach generated natural-sounding audio dialogs without training on text transcriptions that mark when one party should stop speaking and the other should chime in.

October 6, 20222 min read
Text-to-Image Goes Viral: Inside Craiyon, Formerly Known as DALL·E Mini
Generative Adversarial Network (GAN)

Text-to-Image Goes Viral: Inside Craiyon, Formerly Known as DALL·E Mini

A homebrew re-creation of OpenAI’s DALL·E model is the latest internet sensation. Craiyon has been generating around 50,000 user-prompted images daily, thanks to its ability to produce visual mashups like Darth Vader ice fishing and photorealistic Pokemon characters.

July 13, 20221 min read
Text-to-Image Goes Viral: Inside Craiyon, Formerly Known as DALL·E Mini
Generative Adversarial Network (GAN)

Text-to-Image Goes Viral: Inside Craiyon, Formerly Known as DALL·E Mini

A homebrew re-creation of OpenAI’s DALL·E model is the latest internet sensation. Craiyon has been generating around 50,000 user-prompted images daily, thanks to its ability to produce visual mashups like Darth Vader ice fishing and photorealistic Pokemon characters.

July 13, 20221 min read
Image Generation + Probabilities: New Method Boosts Performance for Normalizing Flow
Generative Adversarial Network (GAN)

Image Generation + Probabilities: New Method Boosts Performance for Normalizing Flow

If you want to both synthesize data and find the probability of any given example — say, generate images of manufacturing defects to train a defect detector and identify the highest-probability defects — you may use the architecture known as a normalizing flow.

May 11, 20223 min read
Image Generation + Probabilities: New Method Boosts Performance for Normalizing Flow
Generative Adversarial Network (GAN)

Image Generation + Probabilities: New Method Boosts Performance for Normalizing Flow

If you want to both synthesize data and find the probability of any given example — say, generate images of manufacturing defects to train a defect detector and identify the highest-probability defects — you may use the architecture known as a normalizing flow.

May 11, 20223 min read
Your Salesbot Connection: How Marketers Use AI to Generate New Leads
Generative Adversarial Network (GAN)

Your Salesbot Connection: How Marketers Use AI to Generate New Leads

Marketers are using fake social media personas — enhanced by AI-generated portraits — to expand their reach without busting their budgets.

April 13, 20221 min read
Your Salesbot Connection: How Marketers Use AI to Generate New Leads
Generative Adversarial Network (GAN)

Your Salesbot Connection: How Marketers Use AI to Generate New Leads

Marketers are using fake social media personas — enhanced by AI-generated portraits — to expand their reach without busting their budgets.

April 13, 20221 min read
Weather Forecast by GAN: GAN improves short-term rainfall predictions.
Generative Adversarial Network (GAN)

Weather Forecast by GAN: GAN improves short-term rainfall predictions.

A new deep learning technique increased the precision of short-term rainfall forecasts. Researchers developed the Deep Generative Model of Radar (DGMR) to predict amounts of precipitation up to two hours in advance.

March 2, 20222 min read
Weather Forecast by GAN: GAN improves short-term rainfall predictions.
Generative Adversarial Network (GAN)

Weather Forecast by GAN: GAN improves short-term rainfall predictions.

A new deep learning technique increased the precision of short-term rainfall forecasts. Researchers developed the Deep Generative Model of Radar (DGMR) to predict amounts of precipitation up to two hours in advance.

March 2, 20222 min read
Let the Model Choose Your Outfit: Inside Amazon's AI-powered clothes stores.
Generative Adversarial Network (GAN)

Let the Model Choose Your Outfit: Inside Amazon's AI-powered clothes stores.

Amazon’s first brick-and-mortar clothing store is getting ready to deliver automated outfit recommendations. The ecommerce giant announced plans to open a flagship Amazon Style location at a Los Angeles-area mall this year.

January 26, 20221 min read
Let the Model Choose Your Outfit: Inside Amazon's AI-powered clothes stores.
Generative Adversarial Network (GAN)

Let the Model Choose Your Outfit: Inside Amazon's AI-powered clothes stores.

Amazon’s first brick-and-mortar clothing store is getting ready to deliver automated outfit recommendations. The ecommerce giant announced plans to open a flagship Amazon Style location at a Los Angeles-area mall this year.

January 26, 20221 min read
Alexei Efros: Learning from the ground up
Generative Adversarial Network (GAN)

Alexei Efros: Learning from the ground up

Things are really starting to get going in the field of AI. After many years (decades?!) of focusing on algorithms, the AI community is finally ready to accept the central role of data and the high-capacity models that are capable of taking advantage of this data.

December 29, 20212 min read
Alexei Efros: Learning from the ground up
Generative Adversarial Network (GAN)

Alexei Efros: Learning from the ground up

Things are really starting to get going in the field of AI. After many years (decades?!) of focusing on algorithms, the AI community is finally ready to accept the central role of data and the high-capacity models that are capable of taking advantage of this data.

December 29, 20212 min read
Artistry Is Obsolete: Is AI Making Human Artists Obsolete?
Generative Adversarial Network (GAN)

Artistry Is Obsolete: Is AI Making Human Artists Obsolete?

Is human creativity being replaced by the synthetic equivalent? The fear: AI is cranking out increasingly sophisticated visual, musical, and literary works. AI-generated media will flood the market, squeezing out human artists and depriving the world of their creativity.

October 27, 20212 min read

Subscribe to The Batch

Stay updated with weekly AI News and Insights delivered to your inbox