Pavlo Molchanov

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 69

Top Topics

Video Classification

Landmark Localization

Convolutional Neural Networks

Pose Estimation

Top Venues

Publications

Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov
FasterViT: Fast Vision Transformers with Hierarchical Attention. CoRR (2023)
Ji Lin, Hongxu Yin, Wei Ping, Yao Lu, Pavlo Molchanov, Andrew Tao, Huizi Mao, Jan Kautz, Mohammad Shoeybi, Song Han
VILA: On Pre-training for Visual Language Models. CoRR (2023)
Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov
Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models. CoRR (2023)
Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov
Heterogeneous Continual Learning. CoRR (2023)
Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov
GradViT: Gradient Inversion of Vision Transformers. CVPR (2022)
Ali Hatamizadeh, Hongxu Yin, Pavlo Molchanov, Andriy Myronenko, Wenqi Li, Prerna Dogra, Andrew Feng, Mona G. Flores, Jan Kautz, Daguang Xu, Holger R. Roth
Do Gradient Inversion Attacks Make Federated Learning Unsafe? CoRR (2022)
Amit Raj, Umar Iqbal, Koki Nagano, Sameh Khamis, Pavlo Molchanov, James Hays, Jan Kautz
DRaCoN - Differentiable Rasterization Conditioned Neural Radiance Fields for Articulated Avatars. CoRR (2022)
Ali Hatamizadeh, Hongxu Yin, Jan Kautz, Pavlo Molchanov
Global Context Vision Transformers. CoRR (2022)
Hongxu Yin, Arash Vahdat, Jose M. Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov
A-ViT: Adaptive Tokens for Efficient Vision Transformer. CVPR (2022)
Maying Shen, Hongxu Yin, Pavlo Molchanov, Lei Mao, Jianna Liu, Jose M. Alvarez
Structural Pruning via Latency-Saliency Knapsack. NeurIPS (2022)
Maying Shen, Pavlo Molchanov, Hongxu Yin, Jose M. Alvarez
When to Prune? A Policy towards Early Structural Pruning. CVPR (2022)
Maying Shen, Hongxu Yin, Pavlo Molchanov, Lei Mao, Jianna Liu, Jose M. Alvarez
Structural Pruning via Latency-Saliency Knapsack. CoRR (2022)
Xin Dong, Hongxu Yin, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung
Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks. BMVC (2022)
Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras. CVPR (2022)
Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolò Fusi, Arash Vahdat
LANA: Latency Aware Network Acceleration. ECCV (12) (2022)
Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz
RANA: Relightable Articulated Neural Avatars. CoRR (2022)
Eugene Vorontsov, Pavlo Molchanov, Matej Gazda, Christopher Beckham, Jan Kautz, Samuel Kadoury
Towards annotation-efficient segmentation via image-to-image translation. Medical Image Anal. 82 (2022)
Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov
GradViT: Gradient Inversion of Vision Transformers. CoRR (2022)
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
DexYCB: A Benchmark for Capturing Hand Grasping of Objects. CVPR (2021)
Maying Shen, Pavlo Molchanov, Hongxu Yin, Jose M. Alvarez
When to Prune? A Policy towards Early Structural Pruning. CoRR (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
DexYCB: A Benchmark for Capturing Hand Grasping of Objects. CoRR (2021)
Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher, Sarita V. Adve, Charbel Sakr, Naresh R. Shanbhag, Pavlo Molchanov, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
Optimizing Selective Protection for CNN Resilience. ISSRE (2021)
Maying Shen, Hongxu Yin, Pavlo Molchanov, Lei Mao, Jianna Liu, Jose M. Alvarez
HALP: Hardware-Aware Latency Pruning. CoRR (2021)
Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov
KAMA: 3D Keypoint Aware Body Mesh Articulation. 3DV (2021)
Hongxu Yin, Arun Mallya, Arash Vahdat, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov
See through Gradients: Image Batch Recovery via GradInversion. CoRR (2021)
Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolò Fusi, Arash Vahdat
HANT: Hardware-Aware Network Transformation. CoRR (2021)
Akshay Chawla, Hongxu Yin, Pavlo Molchanov, Jose M. Alvarez
Data-free Knowledge Distillation for Object Detection. WACV (2021)
Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov
KAMA: 3D Keypoint Aware Body Mesh Articulation. CoRR (2021)
Hongxu Yin, Arun Mallya, Arash Vahdat, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov
See Through Gradients: Image Batch Recovery via GradInversion. CVPR (2021)
Xin Dong, Hongxu Yin, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov
Deep Neural Networks are Surprisingly Reversible: A Baseline for Zero-Shot Inversion. CoRR (2021)
Hongxu Yin, Arash Vahdat, Jose M. Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov
AdaViT: Adaptive Tokens for Efficient Vision Transformer. CoRR (2021)
Adrian Spurr, Pavlo Molchanov, Umar Iqbal, Jan Kautz, Otmar Hilliges
Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation. CoRR (2021)
Huanrui Yang, Hongxu Yin, Pavlo Molchanov, Hai Li, Jan Kautz
NViT: Vision Transformer Compression and Parameter Redistribution. CoRR (2021)
Yerlan Idelbayev, Pavlo Molchanov, Maying Shen, Hongxu Yin, Miguel Á. Carreira-Perpiñán, Jose M. Alvarez
Optimal Quantization Using Scaled Codebook. CVPR (2021)
Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras. CoRR (2021)
Abdulrahman Mahmoud, Siva Kumar Sastry Hari, Christopher W. Fletcher, Sarita V. Adve, Charbel Sakr, Naresh R. Shanbhag, Pavlo Molchanov, Michael B. Sullivan, Timothy Tsai, Stephen W. Keckler
HarDNN: Feature Map Vulnerability Evaluation in CNNs. CoRR (2020)
Hongxu Yin, Pavlo Molchanov, Jose M. Alvarez, Zhizhong Li, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz
Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion. CVPR (2020)
Umar Iqbal, Pavlo Molchanov, Jan Kautz
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild. CoRR (2020)
Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints. CoRR (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, Zdenek Krnoul, 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, Grégory Rogez, Vincent Lepetit, Tae-Kyun Kim
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction. CoRR (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, Zdenek Krnoul, 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, Grégory Rogez, Vincent Lepetit, Tae-Kyun Kim
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation Under Hand-Object Interaction. ECCV (23) (2020)
Umar Iqbal, Pavlo Molchanov, Jan Kautz
Weakly-Supervised 3D Human Pose Learning via Multi-View Images in the Wild. CVPR (2020)
Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints. ECCV (17) (2020)
Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz
Few-shot Adaptive Gaze Estimation. CoRR (2019)
Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz
Importance Estimation for Neural Network Pruning. CVPR (2019)
Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz
Few-Shot Adaptive Gaze Estimation. ICCV (2019)
Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz
SCOPS: Self-Supervised Co-Part Segmentation. CoRR (2019)
Eugene Vorontsov, Pavlo Molchanov, Wonmin Byeon, Shalini De Mello, Varun Jampani, Ming-Yu Liu, Samuel Kadoury, Jan Kautz
Boosting segmentation with weak supervision from image-to-image translation. CoRR (2019)
Hongxu Yin, Pavlo Molchanov, Zhizhong Li, Jose M. Alvarez, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz
Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion. CoRR (2019)
Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz
SCOPS: Self-Supervised Co-Part Segmentation. CVPR (2019)
Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz
Importance Estimation for Neural Network Pruning. CoRR (2019)
Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification. ICLR (Workshop) (2018)
Behrooz Mahasseni, Xiaodong Yang, Pavlo Molchanov, Jan Kautz
Budget-Aware Activity Detection with A Recurrent Policy Network. BMVC (2018)
Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz
Hand Pose Estimation via Latent 2.5D Heatmap Regression. ECCV (11) (2018)
Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz
IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification. CoRR (2018)
Xiaodong Yang, Pavlo Molchanov, Jan Kautz
Making Convolutional Networks Recurrent for Visual Sequence Learning. CVPR (2018)
Sina Honari, Pavlo Molchanov, Stephen Tyree, Pascal Vincent, Christopher J. Pal, Jan Kautz
Improving Landmark Localization With Semi-Supervised Learning. CVPR (2018)
Shanxin Yuan, Guillermo Garcia-Hernando, Björn 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 A. Argyros, Tae-Kyun Kim
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. CVPR (2018)
Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz
Hand Pose Estimation via Latent 2.5D Heatmap Regression. CoRR (2018)
Sina Honari, Pavlo Molchanov, Stephen Tyree, Pascal Vincent, Christopher Joseph Pal, Jan Kautz
Improving Landmark Localization with Semi-Supervised Learning. CoRR (2017)
Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz
Pruning Convolutional Neural Networks for Resource Efficient Inference. ICLR (Poster) (2017)
Behrooz Mahasseni, Xiaodong Yang, Pavlo Molchanov, Jan Kautz
Budget-Aware Activity Detection with A Recurrent Policy Network. CoRR (2017)
Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Nießner, Jan Kautz
A Lightweight Approach for On-the-Fly Reflectance Estimation. CoRR (2017)
Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Nießner, Jan Kautz
A Lightweight Approach for On-the-Fly Reflectance Estimation. ICCV (2017)
Shanxin Yuan, Guillermo Garcia-Hernando, Björn 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 A. Argyros, Tae-Kyun Kim
3D Hand Pose Estimation: From Current Achievements to Future Goals. CoRR (2017)
Xiaodong Yang, Pavlo Molchanov, Jan Kautz
Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification. ACM Multimedia (2016)
Pavlo Molchanov, Xiaodong Yang, Shalini Gupta, Kihwan Kim, Stephen Tyree, Jan Kautz
Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks. CVPR (2016)
Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz
Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning. CoRR (2016)
Shalini Gupta, Pavlo Molchanov, Xiaodong Yang, Kihwan Kim, Stephen Tyree, Jan Kautz
Towards selecting robust hand gestures for automotive interfaces. Intelligent Vehicles Symposium (2016)
Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Kari Pulli
Multi-sensor system for driver's hand-gesture recognition. FG (2015)
Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Jan Kautz
Hand gesture recognition with 3D convolutional neural networks. CVPR Workshops (2015)