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Published Date

Publication

Estimating GPU Memory Consumption of Deep Learning Models

Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, Mao Yang

MSR-TR-2020-20 | May 2020

Published by Microsoft

Publication

CoCoGUM: Contextual Code Summarization with Multi-Relational GNN on UMLs

Yanlin Wang, Lun Du, Ensheng Shi, Yuxuan Hu, Shi Han, Dongmei Zhang

MSR-TR-2020-16 | May 2020

Published by Microsoft

Publication

Generalized Points-to Graphs: A Precise and Scalable Abstraction for Points-to Analysis

Pritam Gharat, Uday P. Khedker, Alan Mycroft

ACM Transactions on Programming Languages and Systems (TOPLAS) | May 2020, Vol 42(2): pp. 1-78

Publication

IntelliCode Compose: Code Generation Using Transformer

Alexey Svyatkovskiy, Shao Kun Deng, Shengyu Fu, Neel Sundaresan

28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE ’20) | May 2020

Video Project

Group

Grounded Reasoning and Interactive Learning (GRAIL)

The GRAIL (Grounded Reasoning and Interactive Learning) team brings together the advances our team has made on NL→Code neural program synthesis technologies and interactive machine teaching to build new classes of system that enable people…

Video

Harnessing the problem-solving power of quantum computing

May 7, 2020 | Anita Ramanan

Quantum computers are not only set to revolutionize the way we think about computing, but they also hold the potential to change our understanding of the world. The ability to leverage unique quantum phenomena such…

01:15:08

Webinar

Harnessing the problem-solving power of quantum computing webinar

May 7, 2020 | Virtual/Online

In this webinar, Anita Ramanan, a Senior Quantum Software Engineer at Microsoft, will take you on a quantum journey, starting with a walk-through of potential applications and continuing with an explanation of what makes quantum…