Pavlo Molchanov - Concepedia

Author

Pavlo Molchanov

Also Known As

Edgar, Marc, Kautz, Jan, Mannan, Parth, Molchanov, Pavlo, P. A. Molchanov, P. MOLCHANOV, P. Molchanov, P.A. Molchanov, Pavlo A. Molchanov, Pavlo Molchanov

194

Publications

Citations

H-Index

Concepts

All Affiliations

Nvidia (United States)Nvidia (United Kingdom)ETH Zurich University of Illinois Urbana-Champaign

About

Pavlo Molchanov is an author at Nvidia (United States) specializing in engineering, deep learning, and machine vision.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	25	35	6K
2	Computer Science	20	25	4.7K
3	Computer Engineering	6	6	170
4	Health Sciences	3	3	696
5	Natural Sciences	2	2	345

Pavlo Molchanov

Publications

6.3K

Citations

H-Index

Page 1

	Year	Citations
Pruning Convolutional Neural Networks for Resource Efficient Inference Pavlo Molchanov, Stephen Tyree, Tero Karras, arXiv (Cornell University) Convolutional Neural NetworkNew FormulationMachine VisionMachine LearningData Science	2016	1.2K
Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks Pavlo Molchanov, Xiaodong Yang, Shalini Gupta, Recurrent 3DDynamic Hand GesturesEngineeringMachine LearningHuman Pose Estimation	2016	661
Hand gesture recognition with 3D convolutional neural networks Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Image AnalysisMachine VisionMachine LearningData SciencePattern Recognition	2015	513
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion Hongxu Yin, Pavlo Molchanov, José M. Alvarez, Convolutional Neural NetworkEngineeringMachine LearningAutoencodersAdaptive Deepinversion	2020	505
See through Gradients: Image Batch Recovery via GradInversion Hongxu Yin, Arun Mallya, Arash Vahdat, EngineeringMachine LearningAutoencodersDeblurringImage Analysis	2021	399
Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning. Pavlo Molchanov, Stephen Tyree, Tero Karras, arXiv (Cornell University) Convolutional Neural NetworkNew FormulationEngineeringMachine LearningConvolutional Kernels	2016	310
A-ViT: Adaptive Tokens for Efficient Vision Transformer Hongxu Yin, Arash Vahdat, José M. Alvarez, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Event CameraConvolutional Neural NetworkEngineeringMachine LearningVision Transformers	2022	272
Pruning Convolutional Neural Networks for Resource Efficient Inference Pavlo Molchanov, Stephen Tyree, Tero Karras, International Conference on Learning Representations Convolutional Neural NetworkNew FormulationMachine VisionMachine LearningData Science	2016	251
Multi-sensor system for driver's hand-gesture recognition Pavlo Molchanov, Shalini Gupta, Kihwan Kim, EngineeringMachine LearningHuman Pose EstimationBiometricsWearable Technology	2015	243
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Future GoalsHand Pose EstimationEngineeringDexterous ManipulationHuman Pose Estimation	2018	239

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