Pavlo Molchanov

Pavlo Molchanov publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Pavlo Molchanov sits on this spectrum.

Pavlo Molchanov D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Pavlo Molchanov sits on this spectrum.

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