Alex Sergeev

According to our database, Alex Sergeev authored at least 5 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks.

Joshua Romero, Junqi Yin, Nouamane Laanait, Bing Xie, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

2019

Exascale Deep Learning for Scientific Inverse Problems.

Nouamane Laanait, Joshua Romero, Junqi Yin, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson

CoRR, 2019

2018

An intriguing failing of convolutional neural networks and the CoordConv solution.

Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Faster Neural Networks Straight from JPEG.

Lionel Gueguen, Alex Sergeev, Ben Kadlec, Rosanne Liu, Jason Yosinski

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Faster Neural Networks Straight from JPEG.

Lionel Gueguen, Alex Sergeev, Rosanne Liu, Jason Yosinski

Proceedings of the 6th International Conference on Learning Representations, 2018