Faster Neural Networks Straight from JPEG. - Lionel Gueguen; Alex Sergeev; Rosanne Liu; Jason Yosinski (ICLR (Workshop), 2018)

Faster Neural Networks Straight from JPEG. - Lionel Gueguen; Alex Sergeev; Ben Kadlec; Rosanne Liu; Jason Yosinski (NeurIPS, 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 (NeurIPS, 2018)

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)

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 (NSDI, 2022)