Andrej Karpathy

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Stanford University

Director of AI at Tesla. Former research scientist at OpenAI. Deep learning, generative models, reinforcement learning

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Xi Chen
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Li Fei-Fei
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Armand Joulin
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Jia Deng
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Justin Johnson
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Diederik P. Kingma
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Zhiheng Huang
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∙ 05/17/2019

Neural Talk 2

'Neural Talk 2' generates an image caption

Andrej Karpathy ∙

∙ 01/19/2017

PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications

PixelCNNs are a recently proposed class of powerful generative models wi...

Tim Salimans, et al. ∙

∙ 11/24/2015

DenseCap: Fully Convolutional Localization Networks for Dense Captioning

We introduce the dense captioning task, which requires a computer vision...

Justin Johnson, et al. ∙

∙ 06/05/2015

Visualizing and Understanding Recurrent Networks

Recurrent Neural Networks (RNNs), and specifically a variant with Long S...

Andrej Karpathy, et al. ∙

∙ 12/07/2014

Deep Visual-Semantic Alignments for Generating Image Descriptions

We present a model that generates natural language descriptions of image...

Andrej Karpathy, et al. ∙

∙ 09/01/2014

ImageNet Large Scale Visual Recognition Challenge

The ImageNet Large Scale Visual Recognition Challenge is a benchmark in ...

Olga Russakovsky, et al. ∙

∙ 06/22/2014

Deep Fragment Embeddings for Bidirectional Image Sentence Mapping

We introduce a model for bidirectional retrieval of images and sentences...

Andrej Karpathy, et al. ∙