Pavlo Molchanov
Pavlo Molchanov
NVIDIA Research
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Titel
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Jaar
Pruning convolutional neural networks for resource efficient inference
P Molchanov, S Tyree, T Karras, T Aila, J Kautz
ICLR2017, 2016
7102016
Hand gesture recognition with 3D convolutional neural networks
P Molchanov, S Gupta, K Kim, J Kautz
Proceedings of the IEEE conference on computer vision and pattern …, 2015
3752015
Online detection and classification of dynamic hand gestures with recurrent 3d convolutional neural network
P Molchanov, X Yang, S Gupta, K Kim, S Tyree, J Kautz
Proceedings of the IEEE conference on computer vision and pattern …, 2016
3382016
Pruning convolutional neural networks for resource efficient transfer learning
P Molchanov, S Tyree, T Karras, T Aila, J Kautz
arXiv preprint arXiv:1611.06440 3, 2016
2092016
Multi-sensor system for driver's hand-gesture recognition
P Molchanov, S Gupta, K Kim, K Pulli
2015 11th IEEE international conference and workshops on automatic face and …, 2015
1782015
Classification of small UAVs and birds by micro-Doppler signatures
P Molchanov, K Egiazarian, J Astola, RIA Harmanny, JJM De Wit
2013 European Radar Conference, 172-175, 2013
1652013
Depth-based 3d hand pose estimation: From current achievements to future goals
S Yuan, G Garcia-Hernando, B Stenger, G Moon, JY Chang, KM Lee, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
1432018
Short-range FMCW monopulse radar for hand-gesture sensing
P Molchanov, S Gupta, K Kim, K Pulli
2015 IEEE Radar Conference (RadarCon), 1491-1496, 2015
1342015
Importance estimation for neural network pruning
P Molchanov, A Mallya, S Tyree, I Frosio, J Kautz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1182019
Hand Pose Estimation via Latent 2.5 D Heatmap Regression
U Iqbal, P Molchanov, T Breuel, J Gall, J Kautz
ECCV2018, 2018
1152018
Improving landmark localization with semi-supervised learning
S Honari, P Molchanov, S Tyree, P Vincent, C Pal, J Kautz
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
922018
Radar micro-Doppler feature extraction using the singular value decomposition
JJM De Wit, RIA Harmanny, P Molchanov
2014 International Radar Conference, 1-6, 2014
782014
Multilayer and multimodal fusion of deep neural networks for video classification
X Yang, P Molchanov, J Kautz
Proceedings of the 24th ACM international conference on Multimedia, 978-987, 2016
772016
Multi-sensor based user interface
P Molchanov, S Gupta, K Kim, K Pulli
US Patent 10,168,785, 2019
63*2019
Classification of ground moving radar targets by using joint time-frequency analysis
P Molchanov, J Astola, K Egiazarian, A Totsky
2012 IEEE Radar Conference, 0366-0371, 2012
522012
Classification of aircraft using micro-Doppler bicoherence-based features
P Molchanov, K Egiazarian, J Astola, A Totsky, S Leshchenko, ...
IEEE Transactions on Aerospace and Electronic systems 50 (2), 1455-1467, 2014
432014
Range-doppler surface: a tool to analyse human target in ultra-wideband radar
Y He, P Molchanov, T Sakamoto, P Aubry, F Le Chevalier, A Yarovoy
IET Radar, Sonar & Navigation 9 (9), 1240-1250, 2015
402015
Ground moving target classification by using DCT coefficients extracted from micro-Doppler radar signatures and artificial neuron network
P Molchanov, J Astola, K Egiazarian, A Totsky
2011 Microwaves, Radar and Remote Sensing Symposium, 173-176, 2011
382011
Dreaming to distill: Data-free knowledge transfer via deepinversion
H Yin, P Molchanov, JM Alvarez, Z Li, A Mallya, D Hoiem, NK Jha, J Kautz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
372020
The use of automotive radars in video-based overtaking assistance applications
E Belyaev, P Molchanov, A Vinel, Y Koucheryavy
IEEE Transactions on Intelligent Transportation Systems 14 (3), 1035-1042, 2013
352013
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Artikelen 1–20