[图书][B] Advances in deep learning

MA Wani, FA Bhat, S Afzal, AI Khan - 2020 - Springer
deep learning architecture for face recognition problem. A comparison of the performance
of supervised deep learning … analysis of deep learning and non-deep learning methods is …

[HTML][HTML] Recent advances in deep learning

X Wang, Y Zhao, F Pourpanah - International Journal of Machine Learning …, 2020 - Springer
… , deep learning (DL) models have shown outstanding performances in the recent decade.
Deep learning (… To show some recent advances of deep learning to some extent, we select 14 …

Recent advances in deep learning: An overview

MR Minar, J Naher - arXiv preprint arXiv:1807.08169, 2018 - arxiv.org
… Considering the popularity and expansion of Deep Learning in recent years, we present
a brief overview of Deep Learning as well as Neural Networks (NN), and its major advances

Recent advances in deep learning theory

F He, D Tao - arXiv preprint arXiv:2012.10931, 2020 - arxiv.org
… This paper reviews the recent advances in establishing the theoretical foundations of deep
learning. We acknowledge that a few papers have reviewed deep learning theory. Alom et al. …

A review on advances in deep learning

S Paul, L Singh - 2015 IEEE workshop on computational …, 2015 - ieeexplore.ieee.org
… Some of these issues have been addressed by deep learning. Deep learning approaches
… The paper presents an overview of different deep learning approaches in a nutshell and …

Recent advances in deep learning for speech research at Microsoft

L Deng, J Li, JT Huang, K Yao, D Yu… - … on acoustics, speech …, 2013 - ieeexplore.ieee.org
… capabilities and limitations of the current deep learning technology for speech recognition
and … aspects of deep learning in the feature-domain with the theme of how deep models can …

Recent advances in deep learning for object detection

X Wu, D Sahoo, SCH Hoi - Neurocomputing, 2020 - Elsevier
deep learning based image classification, object detection techniques using deep learning
… survey of recent advances in visual object detection with deep learning. By reviewing a large …

Advances in deep learning-based medical image analysis

X Liu, K Gao, B Liu, C Pan, K Liang, L Yan… - Health Data …, 2021 - spj.science.org
advanced deep learning technologies have achieved great success in medical image analysis
with high accuracy, efficiency, stability, and scalability. Technological advancements that …

[HTML][HTML] Recent advances of deep learning for computational histopathology: principles and applications

Y Wu, M Cheng, S Huang, Z Pei, Y Zuo, J Liu, K Yang… - Cancers, 2022 - mdpi.com
… We have reviewed the advanced deep learning algorithms for the computational analysis
of H&E-stained histopathological images. We presented some recent findings on the state-of-…

Natural language processing advancements by deep learning: A survey

A Torfi, RA Shirvani, Y Keneshloo, N Tavaf… - arXiv preprint arXiv …, 2020 - arxiv.org
… Like all other fields in NLP, question answering was also impacted by the advancement of
deep learning [183], so we provide an overview of QA in deep learning contexts. We briefly …