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PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses

Jan 20, 2021
Seung Won Min, Kun Wu, Sitao Huang, Mert Hidayetoğlu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei Hwu

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Semantic Contextual Reasoning to Provide Human Behavior

Mar 19, 2021
Sarika Jain, Archana Patel

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On Improving Deep Learning Trace Analysis with System Call Arguments

Mar 11, 2021
Quentin Fournier, Daniel Aloise, Seyed Vahid Azhari, François Tetreault

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Bayes DistNet -- A Robust Neural Network for Algorithm Runtime Distribution Predictions

Dec 14, 2020
Jake Tuero, Michael Buro

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Knowledge-Based Hierarchical POMDPs for Task Planning

Mar 19, 2021
Sergio A. Serrano, Elizabeth Santiago, Jose Martinez-Carranza, Eduardo Morales, L. Enrique Sucar

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Co-optimising Robot Morphology and Controller in a Simulated Open-Ended Environment

Apr 07, 2021
Emma Hjellbrekke Stensby, Kai Olav Ellefsen, Kyrre Glette

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Cascade Weight Shedding in Deep Neural Networks: Benefits and Pitfalls for Network Pruning

Mar 19, 2021
Kambiz Azarian, Fatih Porikli

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Developing an OpenAI Gym-compatible framework and simulation environment for testing Deep Reinforcement Learning agents solving the Ambulance Location Problem

Jan 13, 2021
Michael Allen, Kerry Pearn, Tom Monks

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Model-based Reconstruction for Enhanced X-ray CT of Tri-structural Isotropic (TRISO) Particles

Mar 19, 2021
Singanallur V. Venkatakrishnan, Amirkoushyar Ziabari, Philip Bingham, Grant Helmreich

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Deep Neural Networks for the Assessment of Surgical Skills: A Systematic Review

Mar 03, 2021
Erim Yanik, Xavier Intes, Uwe Kruger, Pingkun Yan, David Miller, Brian Van Voorst, Basiel Makled, Jack Norfleet, Suvranu De

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