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The NVIDIA PilotNet Experiments


Oct 17, 2020
Mariusz Bojarski, Chenyi Chen, Joyjit Daw, Alperen Değirmenci, Joya Deri, Bernhard Firner, Beat Flepp, Sachin Gogri, Jesse Hong, Lawrence Jackel, Zhenhua Jia, BJ Lee, Bo Liu, Fei Liu, Urs Muller, Samuel Payne, Nischal Kota Nagendra Prasad, Artem Provodin, John Roach, Timur Rvachov, Neha Tadimeti, Jesper van Engelen, Haiguang Wen, Eric Yang, Zongyi Yang


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Invertible Autoencoder for domain adaptation


Feb 10, 2018
Yunfei Teng, Anna Choromanska, Mariusz Bojarski


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VisualBackProp: efficient visualization of CNNs


May 19, 2017
Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Bernhard Firner, Larry Jackel, Urs Muller, Karol Zieba


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


Apr 25, 2017
Mariusz Bojarski, Philip Yeres, Anna Choromanska, Krzysztof Choromanski, Bernhard Firner, Lawrence Jackel, Urs Muller


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Structured adaptive and random spinners for fast machine learning computations


Nov 26, 2016
Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Francois Fagan, Cedric Gouy-Pailler, Anne Morvan, Nourhan Sakr, Tamas Sarlos, Jamal Atif

* arXiv admin note: substantial text overlap with arXiv:1605.09046 

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Binary embeddings with structured hashed projections


Jul 01, 2016
Anna Choromanska, Krzysztof Choromanski, Mariusz Bojarski, Tony Jebara, Sanjiv Kumar, Yann LeCun

* arXiv admin note: text overlap with arXiv:1505.03190 

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On the boosting ability of top-down decision tree learning algorithm for multiclass classification


May 17, 2016
Anna Choromanska, Krzysztof Choromanski, Mariusz Bojarski


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End to End Learning for Self-Driving Cars


Apr 25, 2016
Mariusz Bojarski, Davide Del Testa, Daniel Dworakowski, Bernhard Firner, Beat Flepp, Prasoon Goyal, Lawrence D. Jackel, Mathew Monfort, Urs Muller, Jiakai Zhang, Xin Zhang, Jake Zhao, Karol Zieba


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Differentially- and non-differentially-private random decision trees


Feb 05, 2015
Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Yann LeCun


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