The LRP Toolbox for Artificial Neural Networks

Institutions: Fraunhofer, Berlin Institute of Tech., Korea

Authors: S. Lapuschkin, A. Binder, G. Montavon, K-R. Müller, W. Samek

Publication:

The LRP Toolbox for Artificial Neural Networks, JMLR, 2016

Source Code:

https://github.com/VigneshSrinivasan10/interprettensor

Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car

Institutions: NVIDIA, New York University, Google

Authors: B. Mariusz et. al.

Publication:

Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a Car

Source Code:

https://github.com/maxritter/SDC-End-to-end-driving

The Automatic Statistician

Institutions: Cambridge, MIT

Authors: J. R. Lloyd, D. Duvenaud, R. Grosse, J. B. Tenenbaum and Z. Ghahramani

Publication:

Automatic Construction and Natural-Language Description of Nonparametric Regression Models, AAAI, 2014

Source Code:

https://github.com/jamesrobertlloyd/gpss-research

Further Info:

https://www.automaticstatistician.com/index/

Generating Visual Explanations

Institutions: UC Berkeley, Max Planck Institute for Informa

Authors: L. A. Hendricks, Z. Akata, M. Rohrbach, J. Donahue, B. Schiele, and T. Darrell

Publication:

Generating Visual Explanations, ECCV 2016

Source Code:

https://github.com/LisaAnne/ECCV2016/tree/ECCV2016/examples/ECCV2016