Research - Papers
Explore a selection of our published work on a variety of key research challenges in AI.
You Only Look Once: Unified, Real-Time Object Detection
Joseph RedmonSantosh DivvalaRoss Girshickand Ali Farhadi
2016
CVPR
We present YOLO, a new approach to object detection. Prior work on object detection repurposes classifiers to perform detection. Instead, we frame object detection as a regression problem to…
Automatic Construction of Inference-Supporting Knowledge Bases
Peter ClarkNiranjan BalasubramanianSumithra Bhakthavatsalamand Oyvind Tafjord
2014
AKBC
While there has been tremendous progress in automatic database population in recent years, most of human knowledge does not naturally fit into a database form. For example, knowledge that "metal…
Modeling Biological Processes for Reading Comprehension
Jonathan BerantVivek SrikumarPei-Chun Chenand Peter Clark
2014
EMNLP
Machine reading calls for programs that read and understand text, but most current work only attempts to extract facts from redundant web-scale corpora. In this paper, we focus on a new reading…
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