Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shared neural-network processing made locating and identifying objects faster with Faster R-CNN.
2015
112,067
Works
Selected research papers and books, linked to their authors.
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
The Vision Transformer recognizes images by treating patches like words in a sequence.
2021
111,517
Deep Learning
A textbook on neural networks, their mathematical foundations and practical applications.
2016
108,994
ImageNet: A Large-Scale Hierarchical Image Database
A large labeled image collection for training and testing object-recognition systems.
2009
104,471
Reinforcement Learning: An Introduction
A textbook on how agents learn to make decisions through trial, error and rewards.
2018
103,831
Language Models are Few-Shot Learners
GPT-3 performs tasks from prompts and a few examples without task-specific training.
2020
97,522
Gradient-Based Learning Applied to Document Recognition
Showed how neural networks could learn to read handwritten characters for document processing.
1998
91,484
You Only Look Once: Unified, Real-Time Object Detection
YOLO locates and identifies objects in a single network pass for real-time detection.
2016
84,251
Artificial Intelligence: A Modern Approach
A textbook covering AI's core ideas, from search and reasoning to learning and robotics.
1995
79,980
Microsoft COCO: Common Objects in Context
A dataset of everyday scenes with individual objects labeled and outlined.
2014
77,333