scholarly journals The automated writing assistance landscape in 2021

2021 ◽  
Vol 27 (4) ◽  
pp. 511-518
Author(s):  
Robert Dale ◽  
Jette Viethen
Keyword(s):  
Deep Learning ◽  
Recent Advances ◽  
Minor Part ◽  
Computer Based

AbstractAutomated writing assistance – a category that encompasses a variety of computer-based tools that help with writing – has been around in one form or another for 60 years, although it’s always been a relatively minor part of the NLP landscape. But the category has been given a substantial boost from recent advances in deep learning. We review some history, look at where things stand today, and consider where things might be going.

scholarly journals Deep Learning for Radio-based Human Sensing: Recent Advances and Future Directions

2021 ◽  
pp. 1-1
Author(s):  
Isura Nirmal ◽  
Abdelwahed Khamis ◽  
Mahbub Hassan ◽  
Wen Hu ◽  
Xiaoqing Zhu
Keyword(s):  
Deep Learning ◽  
Future Directions ◽  
Recent Advances ◽  
Human Sensing

scholarly journals The Understanding of Deep Learning: A Comprehensive Review

2021 ◽  
Vol 2021 ◽  
pp. 1-15
Author(s):  
Ranjan Kumar Mishra ◽  
G. Y. Sandesh Reddy ◽  
Himanshu Pathak
Keyword(s):  
Deep Learning ◽  
Deep Neural Network ◽  
Computational Models ◽  
Review Paper ◽  
State Of The Art ◽  
Visual Object ◽  
Visual Object Recognition ◽  
Levels Of Abstraction ◽  
Comprehensive Review ◽  
Computer Based

Deep learning is a computer-based modeling approach, which is made up of many processing layers that are used to understand the representation of data with several levels of abstraction. This review paper presents the state of the art in deep learning to highlight the major challenges and contributions in computer vision. This work mainly gives an overview of the current understanding of deep learning and their approaches in solving traditional artificial intelligence problems. These computational models enhanced its application in object detection, visual object recognition, speech recognition, face recognition, vision for driverless cars, virtual assistants, and many other fields such as genomics and drug discovery. Finally, this paper also showcases the current developments and challenges in training deep neural network.

Recent Advances of Deep Learning in Biology

2021 ◽  
pp. 709-732
Author(s):  
Muhammad Shahid Iqbal ◽  
Iftikhar Ahmad ◽  
Tamoor Khan ◽  
Suleman Khan ◽  
Muneer Ahmad ◽  
...  
Keyword(s):  
Deep Learning ◽  
Recent Advances

scholarly journals Deep learning in holography and coherent imaging

2019 ◽  
Vol 8 (1) ◽  
Author(s):  
Yair Rivenson ◽  
Yichen Wu ◽  
Aydogan Ozcan
Keyword(s):  
Deep Learning ◽  
Image Reconstruction ◽  
Imaging Systems ◽  
New Paradigm ◽  
Coherent Imaging ◽  
Holographic Image ◽  
Engineering Research ◽  
Recent Advances ◽  
Reconstruction Methods ◽  
Recovery Techniques

Abstract Recent advances in deep learning have given rise to a new paradigm of holographic image reconstruction and phase recovery techniques with real-time performance. Through data-driven approaches, these emerging techniques have overcome some of the challenges associated with existing holographic image reconstruction methods while also minimizing the hardware requirements of holography. These recent advances open up a myriad of new opportunities for the use of coherent imaging systems in biomedical and engineering research and related applications.

scholarly journals Recent advances in deep learning‐based side‐channel analysis

ETRI Journal ◽  
2020 ◽  
Vol 42 (2) ◽  
pp. 292-304 ◽  
Author(s):  
Sunghyun Jin ◽  
Suhri Kim ◽  
HeeSeok Kim ◽  
Seokhie Hong
Keyword(s):  
Deep Learning ◽  
Side Channel ◽  
Side Channel Analysis ◽  
Recent Advances ◽  
Channel Analysis

scholarly journals Recent Advances of Deep Learning in Bioinformatics and Computational Biology

2019 ◽  
Vol 10 ◽  
Author(s):  
Binhua Tang ◽  
Zixiang Pan ◽  
Kang Yin ◽  
Asif Khateeb
Keyword(s):  
Deep Learning ◽  
Computational Biology ◽  
Recent Advances

scholarly journals Recent Advances in Geographic Information System for Earth Sciences

2020 ◽  
Vol 10 (11) ◽  
pp. 3847
Author(s):  
Yosoon Choi
Keyword(s):  
Earth Sciences ◽  
Information System ◽  
Geographic Information System ◽  
Geographic Information ◽  
Geospatial Data ◽  
Recent Advances ◽  
Wide Range ◽  
Computer Based

Geographic Information System (GIS) is a computer-based technology and methodology for collecting, managing, analyzing, modeling, and presenting geospatial data for a wide range of applications [...]

Recent advances in deep learning based sentiment analysis

2020 ◽  
Vol 63 (10) ◽  
pp. 1947-1970
Author(s):  
JianHua Yuan ◽  
Yang Wu ◽  
Xin Lu ◽  
YanYan Zhao ◽  
Bing Qin ◽  
...  
Keyword(s):  
Deep Learning ◽  
Sentiment Analysis ◽  
Recent Advances
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