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On Definition of Deep Learning
2018 World Automation Congress (WAC), 2018Deep learning has become a buzz word recently. However, there is a lack of unified definition to deep learning in literature. The goal of this paper is to overview various definitions to deep learning and to show their limitations. Finally, a unified or more general definition to deep learning is given. The paper also outlines a general methodology for
Wen-Jun Zhang 0005 +4 more
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Deep Reinforcement Learning: From Q-Learning to Deep Q-Learning
2017As the two hottest branches of machine learning, deep learning and reinforcement learning both play a vital role in the field of artificial intelligence. Combining deep learning with reinforcement learning, deep reinforcement learning is a method of artificial intelligence that is much closer to human learning.
Fuxiao Tan, Pengfei Yan, Xinping Guan
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A Survey of Deep Active Learning
ACM Computing Surveys, 2022Zhihui Li, Pengzhen Ren, Xiaojun Chang
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A survey on deep learning and its applications
Computer Science Review, 2021Khushnood Abbas, Shi Dong
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An Experimental Review on Deep Learning Architectures for Time Series Forecasting
International Journal of Neural Systems, 2021Manuel Carranza-García +2 more
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Ensemble deep learning: A review
Engineering Applications of Artificial Intelligence, 2022Minghui Hu +2 more
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A Systematic Review on Data Scarcity Problem in Deep Learning: Solution and Applications
ACM Computing Surveys, 2022Ms. Aayushi Bansal, Mamta Kathuria
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Deep Learning for Radio-Based Human Sensing: Recent Advances and Future Directions
IEEE Communications Surveys and Tutorials, 2021Xiaoqing Zhu +2 more
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Pan-cancer integrative histology-genomic analysis via multimodal deep learning
Cancer Cell, 2022Faisal Mahmood +2 more
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Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better
ACM Computing Surveys, 2023Gaurav Menghani
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