How OpenAI Uses ResNet

4 engineering articles about ResNet from OpenAI's engineering team

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OpenAI

Intermediate

Multimodal neurons in artificial neural networks

The article discusses the discovery of multimodal neurons in CLIP, an artificial intelligence model developed by OpenAI.

Artificial IntelligenceComputer VisionNeural NetworksResNetTransformers

Gabriel Goh

11 min read

Has Summary

OpenAI

Intermediate

CLIP: Connecting text and images

The article introduces CLIP (Contrastive Language–Image Pre-training), a neural network that learns visual concepts from natural language supervision.

Computer VisionGPTResNetTransformerTransformers

Alec Radford

18 min read

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OpenAI

Advanced

Image GPT

The article discusses Image GPT, a generative model that applies the transformer architecture used in language models to image generation.

BERTConvolutional Neural NetworksGPTNeural NetworksResNetRoBERTaSupervised LearningT5Transfer LearningTransformersUnsupervised Learning

Mark Chen

20 min read

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OpenAI

Intermediate

AI and efficiency

The article discusses the advancements in AI efficiency, highlighting a significant decrease in the compute required to train neural networks since 2012.

Artificial IntelligenceDeep LearningGolangKubernetesNeural NetworksPyTorchResNetTransformer

Danny Hernandez

14 min read

Has Summary

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