Sharper Eyes For Vision+Language: AI research shows improved image and text matching.
Multimodal

Sharper Eyes For Vision+Language: AI research shows improved image and text matching.

Models that interpret the interplay of words and images tend to be trained on richer bodies of text than images. Recent research worked toward giving such models a more balanced knowledge of the two domains.

February 24, 20212 min read
Sharper Eyes For Vision+Language: AI research shows improved image and text matching.
Multimodal

Sharper Eyes For Vision+Language: AI research shows improved image and text matching.

Models that interpret the interplay of words and images tend to be trained on richer bodies of text than images. Recent research worked toward giving such models a more balanced knowledge of the two domains.

February 24, 20212 min read
How Art Makes AI Feel: How an AI model feels about art.
Multimodal

How Art Makes AI Feel: How an AI model feels about art.

An automated art critic spells out the emotional impact of images. Led by Panos Achlioptas, researchers at Ecole Polytechnique, King Abdullah University, and Stanford University trained a deep learning system to generate subjective interpretations of art.

February 17, 20212 min read
How Art Makes AI Feel: How an AI model feels about art.
Multimodal

How Art Makes AI Feel: How an AI model feels about art.

An automated art critic spells out the emotional impact of images. Led by Panos Achlioptas, researchers at Ecole Polytechnique, King Abdullah University, and Stanford University trained a deep learning system to generate subjective interpretations of art.

February 17, 20212 min read
Tell Me a Picture: OpenAI's two new multimodal AI models, CLIP and DALL·E
Multimodal

Tell Me a Picture: OpenAI's two new multimodal AI models, CLIP and DALL·E

Two new models show a surprisingly sharp sense of the relationship between words and images. OpenAI, the for-profit research lab, announced a pair of models that have produced impressive results in multimodal learning: DALL·E.

January 13, 20212 min read
Tell Me a Picture: OpenAI's two new multimodal AI models, CLIP and DALL·E
Multimodal

Tell Me a Picture: OpenAI's two new multimodal AI models, CLIP and DALL·E

Two new models show a surprisingly sharp sense of the relationship between words and images. OpenAI, the for-profit research lab, announced a pair of models that have produced impressive results in multimodal learning: DALL·E.

January 13, 20212 min read
That Online Boutique, But Smarter: A summary of Amazon's Visiolinguistic Attention Learning
Multimodal

That Online Boutique, But Smarter: A summary of Amazon's Visiolinguistic Attention Learning

Why search for “a cotton dress shirt with button-down collar, breast pockets, barrel cuffs, scooped hem, and tortoise shell buttons in grey” when a photo and the words “that shirt, but grey” will do the trick? A new network understands the image-text combo.

July 15, 20202 min read
That Online Boutique, But Smarter: A summary of Amazon's Visiolinguistic Attention Learning
Multimodal

That Online Boutique, But Smarter: A summary of Amazon's Visiolinguistic Attention Learning

Why search for “a cotton dress shirt with button-down collar, breast pockets, barrel cuffs, scooped hem, and tortoise shell buttons in grey” when a photo and the words “that shirt, but grey” will do the trick? A new network understands the image-text combo.

July 15, 20202 min read
Horsepower for Next-Gen Networks: Microsoft built OpenAI a custom AI supercomputer.
Multimodal

Horsepower for Next-Gen Networks: Microsoft built OpenAI a custom AI supercomputer.

The for-profit research organization OpenAI has a new supercomputer to help achieve its dream of building the world’s most sophisticated AI. Microsoft engineered the new hardware network to train immense models on thousands of images, texts, and videos simultaneously.

May 27, 20201 min read
Horsepower for Next-Gen Networks: Microsoft built OpenAI a custom AI supercomputer.
Multimodal

Horsepower for Next-Gen Networks: Microsoft built OpenAI a custom AI supercomputer.

The for-profit research organization OpenAI has a new supercomputer to help achieve its dream of building the world’s most sophisticated AI. Microsoft engineered the new hardware network to train immense models on thousands of images, texts, and videos simultaneously.

May 27, 20201 min read

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