[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 …

[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 …

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 …

A review of speaker diarization: Recent advances with deep learning

TJ Park, N Kanda, D Dimitriadis, KJ Han… - Computer Speech & …, 2022 - Elsevier
… , especially from the leap-frog advancements in deep learning approaches addressing
technical challenges across multiple machine learning domains. We believe that this survey work …

Recent advances in deep learning based dialogue systems: A systematic survey

J Ni, T Young, V Pandelea, F Xue… - Artificial intelligence review, 2023 - Springer
… are deep learning based due to their outstanding performance. In this survey, we mainly focus
on the deep learning … up-to-date one at present for deep learning based dialogue systems, …

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 …

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 …

[HTML][HTML] Recent advances and applications of deep learning methods in materials science

K Choudhary, B DeCost, C Chen, A Jain… - npj Computational …, 2022 - nature.com
… of deep learning methods followed by a detailed discussion of recent developments of
deep learning in … With this in mind, we begin with a very basic introduction to Deep learning. …

Recent advances and clinical applications of deep learning in medical image analysis

X Chen, X Wang, K Zhang, KM Fung, TC Thai… - Medical image …, 2022 - Elsevier
… We comprehensively summarized the research progress of deep learning technology in …
advances of not-so-supervised approaches in detail. In particular, self-supervised learning is …

Recent advances in small object detection based on deep learning: A review

K Tong, Y Wu, F Zhou - Image and Vision Computing, 2020 - Elsevier
… [66] provide a thoroughly survey on deep learning based object detection frameworks. …
a systematic and comprehensive review of deep learning-based algorithms that handle small …