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10/17/2020
The NVIDIA PilotNet Experiments
Four years ago, an experimental system known as PilotNet became the firs...
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02/10/2018
Invertible Autoencoder for domain adaptation
The unsupervised image-to-image translation aims at finding a mapping be...
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04/25/2017
Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car
As part of a complete software stack for autonomous driving, NVIDIA has ...
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11/16/2016
VisualBackProp: efficient visualization of CNNs
This paper proposes a new method, that we call VisualBackProp, for visua...
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04/25/2016
End to End Learning for Self-Driving Cars
We trained a convolutional neural network (CNN) to map raw pixels from a...
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11/16/2015
Binary embeddings with structured hashed projections
We consider the hashing mechanism for constructing binary embeddings, th...
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10/26/2014