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MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions

Oct 30, 2019
Viswanath Sivakumar, Tim Rockt├Ąschel, Alexander H. Miller, Heinrich K├╝ttler, Nantas Nardelli, Mike Rabbat, Joelle Pineau, Sebastian Riedel

* Workshop on ML for Systems at NeurIPS 2019 

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Rosetta: Large scale system for text detection and recognition in images

Oct 11, 2019
Fedor Borisyuk, Albert Gordo, Viswanath Sivakumar

* Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) 2018, London, United Kingdom 

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TorchBeast: A PyTorch Platform for Distributed RL

Oct 08, 2019
Heinrich K├╝ttler, Nantas Nardelli, Thibaut Lavril, Marco Selvatici, Viswanath Sivakumar, Tim Rockt├Ąschel, Edward Grefenstette


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Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

Nov 29, 2018
Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, Daya Khudia, James Law, Parth Malani, Andrey Malevich, Satish Nadathur, Juan Pino, Martin Schatz, Alexander Sidorov, Viswanath Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, Kim Hazelwood, Bill Jia, Yangqing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, Mikhail Smelyanskiy


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Improving Rotated Text Detection with Rotation Region Proposal Networks

Nov 16, 2018
Jing Huang, Viswanath Sivakumar, Mher Mnatsakanyan, Guan Pang


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