Moustafa Meshry

Moustafa Meshry

Email: MMESHRY [AT] CS [DOT] UMD [DOT] EDU


I'm a PhD candidate at the Perception and Intelligence Lab at the University of Maryland, College Park. I'm advised by Larry Davis and Abhinav Shrivastava. I'm interested in generative modeling, image synthesis and neural rendering. My research focuses on improving the training of mulit-modal image translation networks, as well as applying image-to-image translation and neural rendering techniques for the task of novel view synthesis.

Latest news

Publications


Learned Spatial Representations for Few-shot Talking-Head Synthesis

Moustafa Meshry, Saksham Suri, Larry S. Davis, Abhinav Shrivastava
IEEE/CVF International Conference on Computer Vision (ICCV), 2021

Project | Code | Paper | ArXiv

 

StEP: Style-based Encoder Pre-training for Multi-modal Image Synthesis

Moustafa Meshry, Yixuan Ren, Larry S. Davis, Abhinav Shrivastava
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Project | Code | Paper | ArXiv

 

Neural Rerendering in the Wild

Moustafa Meshry, Dan B Goldman, Sameh Khamis, Hugues Hoppe, Rohit Pandey, Noah Snavely, Ricardo Martin-Brualla
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019

Project | Code | Paper | ArXiv

 

Two Stream Self-Supervised Learning for Action Recognition

Ahmed Taha, Moustafa Meshry, Xitong Yang, Yi-Ting Chen, Larry S. Davis
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2018 - DeepVision

Code | Paper

 

Texture Synthesis with Recurrent Variational Auto-Encoder

Rohan Chandra, Sachin Grover, Kyungjun Lee, Moustafa Meshry, Ahmed Taha
ArXiv preprint: 1712.08838, 2017

Code | ArXiv

 

Linear-time Online Action Detection From 3D Skeletal Data Using Bags of Gesturelets

Moustafa Meshry, Mohamed E. Hussein, Marwan Torki
Winter Conference on Applications of Computer Vision (WACV), 2016

Code | IEEE Xplore | ArXiv

 

Multi-Modality Feature Transform: An Interactive Image Segmentation Approach

Moustafa Meshry, Ahmed Taha, Marwan Torki
British Machine Vision Conference (BMVC), 2015

Code | Paper

 

A scalable maximum-clique algorithm using Apache Spark

Amr Elmasry, Ayman Khalafallah, Moustafa Meshry
IEEE/ACS International Conference of Computer Systems and Applications (AICCSA), 2016

IEEE Xplore

 


Patents

Few-shot Synthesis of Talking Heads - [UNDER REVIEW, 2020].

Moustafa Meshry, Sofien Bouaziz, Dan B Goldman, Ke Li, Rohit Pandey, Ricardo Martin-Brualla

 

Neural rerendering from 3D models. U.S. Patent Application 16/837,612, filed October 8, 2020.

Moustafa Meshry, Dan B Goldman, Sameh Khamis, Hugues Hoppe, Rohit Pandey, Noah Snavely, Ricardo Martin-Brualla

 

Honours and Awards