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Building Robust Industrial Applicable Object Detection Models Using Transfer Learning and Single Pass Deep Learning Architectures

Jul 09, 2020
Steven Puttemans, Timothy Callemein, Toon Goedemé

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Weakness Analysis of Cyberspace Configuration Based on Reinforcement Learning

Jul 09, 2020
Lei Zhang, Wei Bai, Shize Guo, Shiming Xia, Hongmei Li, Zhisong Pan

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Offline Contextual Multi-armed Bandits for Mobile Health Interventions: A Case Study on Emotion Regulation

Aug 21, 2020
Mawulolo K. Ameko, Miranda L. Beltzer, Lihua Cai, Mehdi Boukhechba, Bethany A. Teachman, Laura E. Barnes

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Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic

May 25, 2020
Maxime Bouton, Alireza Nakhaei, David Isele, Kikuo Fujimura, Mykel J. Kochenderfer

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An Energy-Aware Online Learning Framework for Resource Management in Heterogeneous Platforms

Mar 20, 2020
Sumit K. Mandal, Ganapati Bhat, Janardhan Rao Doppa, Partha Pratim Pande, Umit Y. Ogras

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Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification

Aug 21, 2020
Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu

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Auxiliary Tasks Speed Up Learning PointGoal Navigation

Jul 09, 2020
Joel Ye, Dhruv Batra, Erik Wijmans, Abhishek Das

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MAGMA: Inference and Prediction with Multi-Task Gaussian Processes

Jul 21, 2020
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey

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Video Representation Learning by Recognizing Temporal Transformations

Jul 21, 2020
Simon Jenni, Givi Meishvili, Paolo Favaro

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Wandering Within a World: Online Contextualized Few-Shot Learning

Jul 09, 2020
Mengye Ren, Michael L. Iuzzolino, Michael C. Mozer, Richard S. Zemel

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