Explanation of Siamese Neural Networks for Weakly Supervised Learning

Computing and Informatics ◽

10.31577/cai_2020_6_1172 ◽

2020 ◽

Vol 39 (6) ◽

pp. 1172-1202

Author(s):

Lev Utkin ◽

Maxim Kovalev ◽

Ernest Kasimov

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Weakly Supervised Learning ◽

Weakly Supervised

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Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human Supervision

IEEE Signal Processing Magazine ◽

10.1109/msp.2017.2742558 ◽

2017 ◽

Vol 34 (6) ◽

pp. 39-49 ◽

Author(s):

Seunghoon Hong ◽

Suha Kwak ◽

Bohyung Han

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Convolutional Neural Networks ◽

Semantic Segmentation ◽

Deep Convolutional Neural Networks ◽

Weakly Supervised Learning ◽

Weakly Supervised

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Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2569141 ◽

2016 ◽

Vol 54 (9) ◽

pp. 5553-5563 ◽

Author(s):

Fan Zhang ◽

Bo Du ◽

Liangpei Zhang ◽

Miaozhong Xu

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Convolutional Neural Networks ◽

Weakly Supervised Learning ◽

Weakly Supervised ◽

Aircraft Detection

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Land Use Change Detection Using Deep Siamese Neural Networks and Weakly Supervised Learning

10.1007/978-3-030-89131-2_3 ◽

2021 ◽

pp. 24-35

Author(s):

Indrajit Kalita ◽

Savvas Karatsiolis ◽

Andreas Kamilaris

Keyword(s):

Neural Networks ◽

Land Use ◽

Land Use Change ◽

Change Detection ◽

Supervised Learning ◽

Weakly Supervised Learning ◽

Weakly Supervised

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WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ◽

10.1109/cvpr.2016.513 ◽

2016 ◽

Author(s):

Thibaut Durand ◽

Nicolas Thome ◽

Matthieu Cord

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

Weakly Supervised Learning ◽

Weakly Supervised

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Weakly supervised learning with convolutional neural networks for power line localization

2017 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2017.8285410 ◽

2017 ◽

Author(s):

Sang Jun Lee ◽

Jong Pil Yun ◽

Hyeyeon Choi ◽

Wookyong Kwon ◽

Gyogwon Koo ◽

...

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Convolutional Neural Networks ◽

Weakly Supervised Learning ◽

Weakly Supervised

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WALLACE: Weakly Supervised Learning of Deep Convolutional Neural Networks With Multiscale Evidence

IEEE Access ◽

10.1109/access.2020.2968545 ◽

2020 ◽

Vol 8 ◽

pp. 20449-20458

Author(s):

Yongsheng Liu ◽

Wenyu Chen ◽

Hong Qu ◽

Tianlei Wang ◽

Jiangzhou Ji ◽

...

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

Weakly Supervised Learning ◽

Weakly Supervised

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Weakly-Supervised Learning of a Deep Convolutional Neural Networks for Semantic Segmentation

IEEE Access ◽

10.1109/access.2019.2926972 ◽

2019 ◽

Vol 7 ◽

pp. 91009-91018 ◽

Author(s):

Yanqing Feng ◽

Lunwen Wang ◽

Mengbo Zhang

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Convolutional Neural Networks ◽

Semantic Segmentation ◽

Deep Convolutional Neural Networks ◽

Weakly Supervised Learning ◽

Weakly Supervised

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Is object localization for free? - Weakly-supervised learning with convolutional neural networks

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ◽

10.1109/cvpr.2015.7298668 ◽

2015 ◽

Author(s):

Maxime Oquab ◽

Leon Bottou ◽

Ivan Laptev ◽

Josef Sivic

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Convolutional Neural Networks ◽

Object Localization ◽

Weakly Supervised Learning ◽

Weakly Supervised

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The Lateral Conflict Risk Assessment for Low-altitude Training Airspace using Weakly Supervised Learning Method

Intelligent Automation & Soft Computing ◽

10.31209/2018.100000027 ◽

2018 ◽

Vol 24 (3) ◽

pp. 603-611

Author(s):

Kaijun Xu ◽

Xueting Chen ◽

Yusheng Yao ◽

Shanshan Li

Keyword(s):

Risk Assessment ◽

Supervised Learning ◽

Altitude Training ◽

Learning Method ◽

Weakly Supervised Learning ◽

Low Altitude ◽

Weakly Supervised ◽

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An improved weakly supervised learning system for detection of sound events in domestic environments

Proceedings of the 5th International Conference on Communication and Information Processing ◽

10.1145/3369985.3370007 ◽

2019 ◽

Author(s):

Dezhi Wang ◽

Lilun Zhang ◽

Xinghua Cheng ◽

Dan Zou ◽

Wenbin Xiao

Keyword(s):

Supervised Learning ◽

Learning System ◽

Weakly Supervised Learning ◽

Domestic Environments ◽

Weakly Supervised

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