Research










Recent Work

Tom Hitron, Yoav Orlev, Iddo Wald, Ariel Shamir, Hadas Erel, Oren Zuckerman

Can Children Understand Machine Learning Concepts? The Effect of Uncovering Black Boxes

Proceedings of ACM CHI Conference on Human Factors in Computing Systems, accepted, 2019


Manyi Li, Akshay Gadi Patil, Kai Xu, Siddhartha Chaudhuri, Owais Khan, Ariel Shamir, Changhe Tu, Baoquan Chen, Daniel Cohen-Or, Hao Zhang

GRAINS: Generative Recursive Autoencoders for INdoor Scenes

ACM Transactions on Graphics, accepted, 2019


Miao Wang, Guo-Ye Yang, Jin-Kun Lin, Song-Hai Zhang, Ariel Shamir, Shao-Ping Lu, Shi-Min Hu

Deep Online Video Stabilization With Multi-Grid Warping Transformation Learning

IEEE Transactions on Image Processing, 28(5): 2283 - 2292, 2019


Andreas Aristido, Daniel Cohen-Or, Jessica Hodgins, Yiorgos Chrysanthou, Ariel Shamir

Deep Motifs and Motion Signatures

ACM Transactions on Graphics, Volume 37, Number 6, (SIGGRAPH Asia Conference Proceedings), 187:1-187:13, 2018


Ruizhen Hu, Zhihao Yan, Jingwen Zhang, Oliver van Kaick, Ariel Shamir, Hao Zhang, and Hui Huang

Predictive and Generative Neural Networks for Object Functionality

ACM Transactions on Graphics, Volume 37, Number 4, (SIGGRAPH Conference Proceedings), 151:1-151:13, 2018