Pavlo Molchanov

Best Publications

• Pruning Convolutional Neural Networks for Resource Efficient Inference

  Pavlo Molchanov;Stephen Tyree;Tero Karras;Timo Aila

  1486
  Citations

• Pruning Convolutional Neural Networks for Resource Efficient Inference

  Pavlo Molchanov;Stephen Tyree;Tero Karras;Timo Aila

  1138
  Citations

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

  Pavlo Molchanov;Xiaodong Yang;Shalini Gupta;Kihwan Kim

  725
  Citations

• Hand gesture recognition with 3D convolutional neural networks

  Pavlo Molchanov;Shalini Gupta;Kihwan Kim;Jan Kautz

  630
  Citations

• Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion

  Hongxu Yin;Pavlo Molchanov;Jose M. Alvarez;Zhizhong Li

  481
  Citations

• See through Gradients: Image Batch Recovery via GradInversion

  Hongxu Yin;Arun Mallya;Arash Vahdat;Jose M. Alvarez

  412
  Citations

• Hand Pose Estimation via Latent 2.5D Heatmap Regression

  Umar Iqbal;Umar Iqbal;Pavlo Molchanov;Thomas M. Breuel;Juergen Gall

  391
  Citations

• A-ViT: Adaptive Tokens for Efficient Vision Transformer

  Unknown

  391
  Citations

• Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning.

  Pavlo Molchanov;Stephen Tyree;Tero Karras;Timo Aila

  317
  Citations

• Multi-sensor system for driver's hand-gesture recognition

  Pavlo Molchanov;Shalini Gupta;Kihwan Kim;Kari Pulli

  313
  Citations

• Short-range FMCW monopulse radar for hand-gesture sensing

  Pavlo Molchanov;Shalini Gupta;Kihwan Kim;Kari Pulli

  247
  Citations

• Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

  Shanxin Yuan;Guillermo Garcia-Hernando;Bjorn Stenger;Gyeongsik Moon

  242
  Citations

• DexYCB: A Benchmark for Capturing Hand Grasping of Objects

  Yu-Wei Chao;Wei Yang;Yu Xiang;Pavlo Molchanov

  224
  Citations

• GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras

  Unknown

  163
  Citations

• Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification

  Xiaodong Yang;Pavlo Molchanov;Jan Kautz

  129
  Citations

• Do Gradient Inversion Attacks Make Federated Learning Unsafe?

  Unknown

  117
  Citations

• VILA: On Pre-training for Visual Language Models

  Unknown

  113
  Citations

• GradViT: Gradient Inversion of Vision Transformers

  Unknown

  91
  Citations

• Importance Estimation for Neural Network Pruning

  Pavlo Molchanov;Arun Mallya;Stephen Tyree;Iuri Frosio

  76
  Citations

• Global Context Vision Transformers

  Unknown

  71
  Citations