Alex Sergeev

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Inverse Problems

Learning Frameworks

Convolutional Neural Networks

Fpga Implementation

Top Venues

ICLR (Workshop)

Publications

Joshua Romero, Junqi Yin, Nouamane Laanait, Bing Xie, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson
Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks. NSDI (2022)
Nouamane Laanait, Joshua Romero, Junqi Yin, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson
Exascale Deep Learning for Scientific Inverse Problems. CoRR (2019)
Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution. CoRR (2018)
Lionel Gueguen, Alex Sergeev, Rosanne Liu, Jason Yosinski
Faster Neural Networks Straight from JPEG. ICLR (Workshop) (2018)
Lionel Gueguen, Alex Sergeev, Ben Kadlec, Rosanne Liu, Jason Yosinski
Faster Neural Networks Straight from JPEG. NeurIPS (2018)
Rosanne Liu, Joel Lehman, Piero Molino, Felipe Petroski Such, Eric Frank, Alex Sergeev, Jason Yosinski
An intriguing failing of convolutional neural networks and the CoordConv solution. NeurIPS (2018)