Convolutional Neural Network (CNN)

157 Posts

Dark DNA Unveiled: Google’s AlphaGenome interprets DNA that regulates genetic expression
Convolutional Neural Network (CNN)

Dark DNA Unveiled: Google’s AlphaGenome interprets DNA that regulates genetic expression

An open-weights model could help scientists compare the impact of genetic variations, identify mutations that cause diseases, and develop treatments.

April 10, 20263 min read
Sleep Signals Predict Illness: SleepFM detects signs of neurological disorders years before symptoms manifest
Convolutional Neural Network (CNN)

Sleep Signals Predict Illness: SleepFM detects signs of neurological disorders years before symptoms manifest

Difficulty sleeping often precedes heart disease, psychiatric disorders, and many other illnesses. Researchers used data gathered during sleep studies to detect such conditions.

February 20, 20262 min read
More Consistent Characters and Styles: Black Forest Labs Launches FLUX.1 Kontext for Generating and Alterating Images with Consistent Details
Convolutional Neural Network (CNN)

More Consistent Characters and Styles: Black Forest Labs Launches FLUX.1 Kontext for Generating and Alterating Images with Consistent Details

Same character, new background, new action. That’s the focus of the latest text-to-image models from Germany’s Black Forest Labs.

June 11, 20253 min read
Masked Pretraining for CNNs: ConvNeXt V2, the new model family that boosts ConvNet performance
Convolutional Neural Network (CNN)

Masked Pretraining for CNNs: ConvNeXt V2, the new model family that boosts ConvNet performance

Vision transformers have bested convolutional neural networks (CNNs) in a number of key vision tasks. Have CNNs hit their limit? New research suggests otherwise.

September 13, 20232 min read
Masked Pretraining for CNNs: ConvNeXt V2, the new model family that boosts ConvNet performance
Convolutional Neural Network (CNN)

Masked Pretraining for CNNs: ConvNeXt V2, the new model family that boosts ConvNet performance

Vision transformers have bested convolutional neural networks (CNNs) in a number of key vision tasks. Have CNNs hit their limit? New research suggests otherwise.

September 13, 20232 min read
Rigorous Trial: AI matches humans in breast cancer diagnosis.
Convolutional Neural Network (CNN)

Rigorous Trial: AI matches humans in breast cancer diagnosis.

A deep learning system detected breast cancer in mammograms as well as experienced radiologists, according to a landmark study.

August 9, 20232 min read
Rigorous Trial: AI matches humans in breast cancer diagnosis.
Convolutional Neural Network (CNN)

Rigorous Trial: AI matches humans in breast cancer diagnosis.

A deep learning system detected breast cancer in mammograms as well as experienced radiologists, according to a landmark study.

August 9, 20232 min read
Diffusion Transformed: A new class of diffusion models based on the transformer architecture
Convolutional Neural Network (CNN)

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
Convolutional Neural Network (CNN)

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
K-Pop Sings in Many Tongues: K-Pop hit song recorded in 6 languages using deep learning
Convolutional Neural Network (CNN)

K-Pop Sings in Many Tongues: K-Pop hit song recorded in 6 languages using deep learning

A Korean pop star recorded a song in six languages, thanks to deep learning. Midnatt (better known as Lee Hyun) sang his latest release, “Masquerade,” in English, Japanese, Mandarin, Spanish, and Vietnamese — none of which he speaks fluently.

August 2, 20232 min read
K-Pop Sings in Many Tongues: K-Pop hit song recorded in 6 languages using deep learning
Convolutional Neural Network (CNN)

K-Pop Sings in Many Tongues: K-Pop hit song recorded in 6 languages using deep learning

A Korean pop star recorded a song in six languages, thanks to deep learning. Midnatt (better known as Lee Hyun) sang his latest release, “Masquerade,” in English, Japanese, Mandarin, Spanish, and Vietnamese — none of which he speaks fluently.

August 2, 20232 min read
Stratego Master: DeepNash, the RL system that plays Stratego like a master
Convolutional Neural Network (CNN)

Stratego Master: DeepNash, the RL system that plays Stratego like a master

Reinforcement learning agents have mastered games like Go that provide complete information about the state of the game to players. They’ve also excelled at Texas Hold ’Em poker, which provides incomplete information, as few cards are revealed.

July 26, 20233 min read
Stratego Master: DeepNash, the RL system that plays Stratego like a master
Convolutional Neural Network (CNN)

Stratego Master: DeepNash, the RL system that plays Stratego like a master

Reinforcement learning agents have mastered games like Go that provide complete information about the state of the game to players. They’ve also excelled at Texas Hold ’Em poker, which provides incomplete information, as few cards are revealed.

July 26, 20233 min read
Champion Model Is No Go: Adversarial AI Beats Master KataGo Algorithm
Convolutional Neural Network (CNN)

Champion Model Is No Go: Adversarial AI Beats Master KataGo Algorithm

A new algorithm defeated a championship-winning Go model using moves that even a middling human player could counter. Researchers trained a model to defeat KataGo, an open source Go-playing system that has beaten top human players.

November 23, 20222 min read
Champion Model Is No Go: Adversarial AI Beats Master KataGo Algorithm
Convolutional Neural Network (CNN)

Champion Model Is No Go: Adversarial AI Beats Master KataGo Algorithm

A new algorithm defeated a championship-winning Go model using moves that even a middling human player could counter. Researchers trained a model to defeat KataGo, an open source Go-playing system that has beaten top human players.

November 23, 20222 min read

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