Search Results for author: Eder Santana

Found 5 papers, 3 papers with code

A Commute in Data: The comma2k19 Dataset

1 code implementation14 Dec 2018 Harald Schafer, Eder Santana, Andrew Haden, Riccardo Biasini

comma. ai presents comma2k19, a dataset of over 33 hours of commute in California's 280 highway.

Robotics 68T40

Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks

no code implementations31 Oct 2016 Eder Santana, Matthew Emigh, Pablo Zegers, Jose C. Principe

We propose a convolutional recurrent neural network, with Winner-Take-All dropout for high dimensional unsupervised feature learning in multi-dimensional time series.

Object Recognition Time Series

Learning a Driving Simulator

4 code implementations3 Aug 2016 Eder Santana, George Hotz

Comma. ai's approach to Artificial Intelligence for self-driving cars is based on an agent that learns to clone driver behaviors and plans maneuvers by simulating future events in the road.

Self-Driving Cars Video Prediction

Information Theoretic-Learning Auto-Encoder

no code implementations22 Mar 2016 Eder Santana, Matthew Emigh, Jose C. Principe

We propose Information Theoretic-Learning (ITL) divergence measures for variational regularization of neural networks.

Cannot find the paper you are looking for? You can Submit a new open access paper.