Search Results for author: Guillaume Chevalier

Found 3 papers, 2 papers with code

LARNN: Linear Attention Recurrent Neural Network

1 code implementation16 Aug 2018 Guillaume Chevalier

The Multi-Head Attention Mechanism is used inside the cell such that it can query its own $k$ past values with the attention window.

Time Series Time Series Analysis

Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors

4 code implementations22 Aug 2017 Yu Zhao, Rennong Yang, Guillaume Chevalier, Maoguo Gong

Human activity recognition (HAR) has become a popular topic in research because of its wide application.

Human Activity Recognition

Applying Deep Bidirectional LSTM and Mixture Density Network for Basketball Trajectory Prediction

no code implementations19 Aug 2017 Yu Zhao, Rennong Yang, Guillaume Chevalier, Rajiv Shah, Rob Romijnders

In the hit-or-miss classification experiment, the proposed model outperformed other models in terms of the convergence speed and accuracy.

Time Series Time Series Analysis +1

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