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Bernhard Firner
Bernhard Firner
NVIDIA
Verified email at winlab.rutgers.edu
Title
Cited by
Cited by
Year
End to end learning for self-driving cars
M Bojarski
arXiv preprint arXiv:1604.07316, 2016
55372016
Explaining how a deep neural network trained with end-to-end learning steers a car
M Bojarski, P Yeres, A Choromanska, K Choromanski, B Firner, L Jackel, ...
arXiv preprint arXiv:1704.07911, 2017
5572017
SCPL: Indoor device-free multi-subject counting and localization using radio signal strength
C Xu, B Firner, RS Moore, Y Zhang, W Trappe, R Howard, F Zhang, N An
Proceedings of the 12th international conference on Information Processing …, 2013
3142013
Crowd++ unsupervised speaker count with smartphones
C Xu, S Li, G Liu, Y Zhang, E Miluzzo, YF Chen, J Li, B Firner
Proceedings of the 2013 ACM international joint conference on Pervasive and …, 2013
1762013
Improving RF-based device-free passive localization in cluttered indoor environments through probabilistic classification methods
C Xu, B Firner, Y Zhang, R Howard, J Li, X Lin
Proceedings of the 11th international conference on Information Processing …, 2012
1602012
Visualbackprop: Efficient visualization of cnns for autonomous driving
M Bojarski, A Choromanska, K Choromanski, B Firner, LJ Ackel, U Muller, ...
2018 IEEE International Conference on Robotics and Automation (ICRA), 4701-4708, 2018
1102018
Elastic pathing: Your speed is enough to track you
X Gao, B Firner, S Sugrim, V Kaiser-Pendergrast, Y Yang, J Lindqvist
Proceedings of the 2014 ACM international joint conference on pervasive and …, 2014
1072014
Visualbackprop: visualizing cnns for autonomous driving
M Bojarski, A Choromanska, K Choromanski, B Firner, L Jackel, U Muller, ...
arXiv preprint arXiv:1611.05418 2, 1.2, 2016
1022016
Visualbackprop: efficient visualization of cnns
M Bojarski, A Choromanska, K Choromanski, B Firner, L Jackel, U Muller, ...
arXiv preprint arXiv:1611.05418, 2016
652016
The case for efficient and robust RF-based device-free localization
C Xu, B Firner, Y Zhang, RE Howard
IEEE Transactions on Mobile Computing 15 (9), 2362-2375, 2015
552015
End to end learning for self-driving cars
B Mariusz
arXiv: 1604.07316, 2016
522016
Poster: Smart buildings, sensor networks, and the internet of things
B Firner, RS Moore, R Howard, RP Martin, Y Zhang
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems …, 2011
522011
Detecting intra-room mobility with signal strength descriptors
K Kleisouris, B Firner, R Howard, Y Zhang, RP Martin
Proceedings of the eleventh ACM international symposium on Mobile ad hoc …, 2010
492010
The NVIDIA pilotnet experiments
M Bojarski, C Chen, J Daw, A Değirmenci, J Deri, B Firner, B Flepp, ...
arXiv preprint arXiv:2010.08776, 2020
342020
Domain restriction of neural networks through synthetic data pre-training
B Firner
US Patent 11,449,709, 2022
322022
Multiple receiver strategies for minimizing packet loss in dense sensor networks
B Firner, C Xu, R Howard, Y Zhang
Proceedings of the eleventh ACM international symposium on Mobile ad hoc …, 2010
322010
Towards robust device-free passive localization through automatic camera-assisted recalibration
C Xu, M Gao, B Firner, Y Zhang, R Howard, J Li
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems …, 2012
292012
Towards continuous asset tracking: Low-power communication and fail-safe presence assurance
B Firner, P Jadhav, Y Zhang, R Howard, W Trappe, E Fenson
2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and …, 2009
272009
Explaining how a deep neural network trained with end-to-end learning steers a car. arXiv 2017
M Bojarski, P Yeres, A Choromanska, K Choromanski, B Firner, L Jackel, ...
arXiv preprint arXiv:1704.07911, 2017
252017
Pip tags: Hardware design and power optimization
B Firner, S Medhekar, Y Zhang, R Howard, W Trappe, P Wolniansky, ...
Proceedings of the Fifth Workshop on Embedded Networked Sensors (HotEmNets), 2008
232008
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