Apostol (Paul) Natsev
Apostol (Paul) Natsev is a software engineer and manager in the video content analysis group at Google Research. Previously, he was a research staff member and manager of the multimedia research group at IBM Research from 2001 to 2011. He received a master's degree and a Ph.D. in computer science from Duke University, Durham, NC, in 1997 and 2001, respectively. Dr. Natsev's research interests span the areas of image and video analysis and retrieval, machine perception, large-scale machine learning and recommendation systems. He is an author of more than 80 publications and his research has been recognized with several awards.
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Large Scale Video Representation Learning via Relational Graph Clustering
Hyodong Lee
Joonseok Lee
Joe Yue-Hei Ng
Conference on Computer Vision and Pattern Recognition (CVPR) (2020)
Large-Scale Training Framework for Video Annotation
Seong Jae Hwang
Joonseok Lee
Balakrishnan Varadarajan
Ariel Gordon
Proc. of the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), ACM (2019)
Collaborative Deep Metric Learning for Video Understanding
Joonseok Lee
Balakrishnan Varadarajan
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, ACM (2018)
The Kinetics Human Action Video Dataset
Andrew Zisserman
Joao Carreira
Karen Simonyan
Will Kay
Brian Zhang
Chloe Hillier
Fabio Viola
Tim Green
Trevor Back
Mustafa Suleyman
arXiv (2017)
YouTube-8M: A Large-Scale Video Classification Benchmark
Nisarg Kothari
Joonseok Lee
Balakrishnan Varadarajan
arXiv:1609.08675 (2016)
Content-based Related Video Recommendations
Joonseok Lee
Nisarg Kothari
Advances in Neural Information Processing Systems (NIPS) Demonstration Track (2016)
Efficient Large Scale Video Classification
Balakrishnan Varadarajan
dblp computer science bibliography, http://dblp.org (2015) (to appear)
Tracking Large-Scale Video Remix in Real-World Events
Lexing Xie
Xuming He
John R. Kender
Matthew L. Hill
John R. Smith
IEEE Transactions on Multimedia, 15, no. 6 (2013), pp. 1244-1254
Multimedia Semantics: Interactions Between Content and Community
Hari Sundaram
Lexing Xie
Munmun De Choudhury
Yu-Ru Lin
Proceedings of the IEEE, 100, no. 9 (2012)
Scene Aligned Pooling for Complex Video Recognition
Liangliang Cao
Yadong Mu
Shih-Fu Chang
Gang Hua
John R. Smith
ECCV (2012), pp. 688-701
