Learning to Segment
by Piotr Dollar11 hours ago
Facebook AI Research (FAIR)
Blog
New detection technologies will move us toward a more precise understanding of images.
Robotron: Top-down Network Management at Facebook Scale
by Yu-Wei Eric Sung, Xiaozheng Tie, Starsky H.Y. Wong, James Hongyi Zengon Wednesday
Networking Group
Blog
We developed a state-of-the art system named Robotron to manage tens of thousands of network devices connecting hundreds of thousands of servers globally at Facebook. This week, we are presenting an...
2016 Internet Defense Prize Winner Brings New Hope for Post-Quantum Key Exchange
by Nektarios Leontiadisabout 2 weeks ago
Security and Privacy
Blog
2016 Internet Defense Prize Winner Brings New Hope for Post-Quantum Key Exchange
fastText
by Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomas Mikolovabout a week ago
Facebook AI Research (FAIR)
Blog
Faster, better text classification! New open-source fastText library quickly builds state-of-the-art text classifiers that scale to billions of words.
Latest Blog Posts
Learning to Segment
by Piotr DollarAug 25, 2016
Robotron: Top-down Network Management at Facebook Scale
by Yu-Wei Eric Sung, Xiaozheng Tie, Starsky H.Y. Wong, James Hongyi ZengAug 24, 2016
fastText
by Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomas MikolovAug 18, 2016
Latest Publications
Learning to Refine Object Segments
Pedro O. Pinheiro, Tsung-Yi Lin, Ronan Collobert, Piotr Dollar
ECCV
Oct 10, 2016
In this work we propose to augment feedforward nets for object segmentation with a novel top-down refinement approach.
A MultiPath Network for Object Detection
Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, Pedro O. Pinheiro, Sam Gross, Soumith Chintala, Piotr Dollar
BMVC
Sep 18, 2016
We test three modifications to the standard Fast R-CNN object detector to determine if they can overcome the object detection challenges in a COCO...

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