Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Pavlo Molchanov

Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation


Jun 10, 2021
Adrian Spurr, Pavlo Molchanov, Umar Iqbal, Jan Kautz, Otmar Hilliges


  Access Paper or Ask Questions

KAMA: 3D Keypoint Aware Body Mesh Articulation


Apr 27, 2021
Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov

* "Additional qualitative results: https://youtu.be/mPikZEIpUE0

  Access Paper or Ask Questions

See through Gradients: Image Batch Recovery via GradInversion


Apr 15, 2021
Hongxu Yin, Arun Mallya, Arash Vahdat, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov

* CVPR 2021 accepted paper 

  Access Paper or Ask Questions

DexYCB: A Benchmark for Capturing Hand Grasping of Objects


Apr 09, 2021
Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj S. Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, Jan Kautz, Dieter Fox

* Accepted to CVPR 2021 

  Access Paper or Ask Questions

Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction


Mar 30, 2020
Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, MingXiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrúz, Jakub Kanis, Zdeněk Krňoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brégier, Gregory Rogez, Vincent Lepetit, Tae-Kyun Kim


  Access Paper or Ask Questions

Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints


Mar 20, 2020
Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz


  Access Paper or Ask Questions

Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild


Mar 17, 2020
Umar Iqbal, Pavlo Molchanov, Jan Kautz

* CVPR 2020 

  Access Paper or Ask Questions

HarDNN: Feature Map Vulnerability Evaluation in CNNs


Feb 25, 2020
Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher, Sarita V. Adve, Charbel Sakr, Naresh Shanbhag, Pavlo Molchanov, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler

* 14 pages, 5 figures, a short version accepted for publication in First Workshop on Secure and Resilient Autonomy (SARA) co-located with MLSys2020 

  Access Paper or Ask Questions

Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion


Dec 18, 2019
Hongxu Yin, Pavlo Molchanov, Zhizhong Li, Jose M. Alvarez, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz


  Access Paper or Ask Questions

Importance Estimation for Neural Network Pruning


Jun 25, 2019
Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz


  Access Paper or Ask Questions

Few-shot Adaptive Gaze Estimation


May 06, 2019
Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz


  Access Paper or Ask Questions

SCOPS: Self-Supervised Co-Part Segmentation


May 03, 2019
Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz

* Accepted in CVPR 2019. Project page: http://varunjampani.github.io/scops 

  Access Paper or Ask Questions

Boosting segmentation with weak supervision from image-to-image translation


Apr 04, 2019
Eugene Vorontsov, Pavlo Molchanov, Wonmin Byeon, Shalini De Mello, Varun Jampani, Ming-Yu Liu, Samuel Kadoury, Jan Kautz


  Access Paper or Ask Questions

Improving Landmark Localization with Semi-Supervised Learning


Oct 28, 2018
Sina Honari, Pavlo Molchanov, Stephen Tyree, Pascal Vincent, Christopher Pal, Jan Kautz

* Published as a conference paper in CVPR 2018 

  Access Paper or Ask Questions

Budget-Aware Activity Detection with A Recurrent Policy Network


May 08, 2018
Behrooz Mahasseni, Xiaodong Yang, Pavlo Molchanov, Jan Kautz


  Access Paper or Ask Questions

IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification


Apr 26, 2018
Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas Breuel, Jan Kautz

* ICLR 2018 Workshop track 

  Access Paper or Ask Questions

Hand Pose Estimation via Latent 2.5D Heatmap Regression


Apr 25, 2018
Umar Iqbal, Pavlo Molchanov, Thomas Breuel, Juergen Gall, Jan Kautz


  Access Paper or Ask Questions

A Lightweight Approach for On-the-Fly Reflectance Estimation


Apr 02, 2018
Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Nießner, Jan Kautz

* ICCV 2017 

  Access Paper or Ask Questions

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


Mar 29, 2018
Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis Argyros, Tae-Kyun Kim


  Access Paper or Ask Questions

Pruning Convolutional Neural Networks for Resource Efficient Inference


Jun 08, 2017
Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz

* 17 pages, 14 figures, ICLR 2017 paper 

  Access Paper or Ask Questions