2014 · Computer vision
Deep Visual-Semantic Alignments for Generating Image Descriptions
Selected research in computer vision. Read the full paper, including the methods, experiments, and reported results.
Paper & contextAndrej Karpathy
Computer visionOfficial profile
Connecting neural language generation with visual understanding.
Karpathy’s research connects visual understanding with neural language generation. The selection follows image descriptions, video recognition, recurrent networks, and early web agents. His public teaching and open-source work also make neural-network ideas easier to explore in practice.
Selected work
10 papers
2017 · Generative models
PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications
Selected research in generative models, computer vision. Read the full paper, including the methods, experiments, and reported results.
Paper & context2015 · Computer vision
DenseCap: Fully Convolutional Localization Networks for Dense Captioning
Selected research in computer vision. Read the full paper, including the methods, experiments, and reported results.
Paper & context2015 · Computer vision
Visualizing and Understanding Recurrent Networks
Selected research in computer vision. Read the full paper, including the methods, experiments, and reported results.
Paper & context2014 · Computer vision
ImageNet Large Scale Visual Recognition Challenge
Selected research in computer vision. Read the full paper, including the methods, experiments, and reported results.
Paper & context2014 · Computer vision
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping
Selected research in computer vision. Read the full paper, including the methods, experiments, and reported results.
Paper & context2024 · Language models
GPT-4o System Card
Selected research in language models, computer vision. Read the full paper, including the methods, experiments, and reported results.
Paper & context2017 · Computer vision
World of Bits: An Open-Domain Platform for Web-Based Agents
Selected research in computer vision, ai evaluation. Read the full paper, including the methods, experiments, and reported results.
Paper & context2014 · Machine learning
Grounded Compositional Semantics for Finding and Describing Images with Sentences
Selected research in machine learning, computer vision. Read the full paper, including the methods, experiments, and reported results.
Paper & context2014 · Computer vision
Large-scale Video Classification with Convolutional Neural Networks
Selected research in computer vision. Read the full paper, including the methods, experiments, and reported results.
Paper & contextAn independent editorial profile. Inclusion does not imply Council membership or endorsement. Research is collaborative; coauthorship does not imply sole credit.
Selection & sources