Backpropagation Applied to Handwritten Zip Code Recognition
Trained a neural network to recognize handwritten postal-code digits directly from images.
1989
20,906
Works
Selected research papers and books, linked to their authors.
Large-scale Video Classification with Convolutional Neural Networks
Tested neural networks for classifying sports videos at the scale of a million YouTube videos.
2014
9,493
Deep Visual-Semantic Alignments for Generating Image Descriptions
Connected words with image regions to generate descriptions of scenes and their details.
2015
8,399
Multi-column deep neural network for traffic sign classification
Combined neural networks to recognize traffic signs, exceeding the benchmark's human comparison score.
2012
7,741
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
Personalized image-generation models from a few photos to depict a subject in new settings.
2022
5,636
Genie: Generative Interactive Environments
Genie learns from videos to turn an image into a controllable virtual world.
2024
1,219