Pavlo Molchanov

Pruning Convolutional Neural Networks for Resource Efficient Inference

Pavlo Molchanov, Stephen Tyree, Tero Karras et al. · arXiv (Cornell University) · 2016 · 1.2K citations · Full text

Convolutional Neural Network, New Formulation, Machine Vision +15

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks

Pavlo Molchanov, Xiaodong Yang, Shalini Gupta et al. · 2016 · 661 citations

Recurrent 3D, Dynamic Hand Gestures, Engineering +25

Hand gesture recognition with 3D convolutional neural networks

Pavlo Molchanov, Shalini Gupta, Kihwan Kim et al. · 2015 · 513 citations

Image Analysis, Machine Vision, Machine Learning +14

Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion

Hongxu Yin, Pavlo Molchanov, José M. Alvarez et al. · 2020 · 505 citations

Convolutional Neural Network, Engineering, Machine Learning +18

See through Gradients: Image Batch Recovery via GradInversion

Hongxu Yin, Arun Mallya, Arash Vahdat et al. · 2021 · 399 citations

Engineering, Machine Learning, Autoencoders +19