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Pavlo Molchanov
Pavlo Molchanov
NVIDIA Research
Verifisert e-postadresse på nvidia.com - Startside
Tittel
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Pruning convolutional neural networks for resource efficient inference
P Molchanov, S Tyree, T Karras, T Aila, J Kautz
ICLR2017, 2016
3027*2016
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
11682019
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
8012016
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
6712015
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
6592020
See through gradients: Image batch recovery via gradinversion
H Yin, A Mallya, A Vahdat, JM Alvarez, J Kautz, P Molchanov
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
5602021
Hand Pose Estimation via Latent 2.5 D Heatmap Regression
U Iqbal, P Molchanov, T Breuel, J Gall, J Kautz
ECCV2018, 2018
3792018
A-vit: Adaptive tokens for efficient vision transformer
H Yin, A Vahdat, JM Alvarez, A Mallya, J Kautz, P Molchanov
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
3482022
Classification of small UAVs and birds by micro-Doppler signatures
P Molchanov, RIA Harmanny, JJM de Wit, K Egiazarian, J Astola
International Journal of Microwave and Wireless Technologies 6 (3-4), 435-444, 2014
3482014
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
3452015
Dora: Weight-decomposed low-rank adaptation
SY Liu, CY Wang, H Yin, P Molchanov, YCF Wang, KT Cheng, MH Chen
ICML 2024, 2024
3272024
Vila: On pre-training for visual language models
J Lin, H Yin, W Ping, P Molchanov, M Shoeybi, S Han
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2024
3172024
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
3022015
DexYCB: A benchmark for capturing hand grasping of objects
YW Chao, W Yang, Y Xiang, P Molchanov, A Handa, J Tremblay, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
2922021
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
2742018
Few-shot adaptive gaze estimation
S Park, SD Mello, P Molchanov, U Iqbal, O Hilliges, J Kautz
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
2332019
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
2082018
Weakly supervised 3d hand pose estimation via biomechanical constraints
A Spurr, U Iqbal, P Molchanov, O Hilliges, J Kautz
European conference on computer vision, 211-228, 2020
1782020
Scops: Self-supervised co-part segmentation
WC Hung, V Jampani, S Liu, P Molchanov, MH Yang, J Kautz
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
1722019
Global context vision transformers
A Hatamizadeh, H Yin, G Heinrich, J Kautz, P Molchanov
International Conference on Machine Learning, 12633-12646, 2023
1572023
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Artikler 1–20