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Deep convolutional neural networks, assisted by architectural design strategies, make extensive use of data augmentation techniques and layers with a high number of feature maps to embed object transformations.
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Regularization of neural networks using dropconnect
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Ssd: Single shot multibox detector
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Dynamic routing between capsules
Sara Sabour, Nicholas Frosst, and Geoffrey E Hinton · 2017
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Capsule network performance on complex data
Edgar Xi, Selina Bing, and Yang Jin · 2017
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Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin · 2017
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Squeeze-and-excitation networks
Jie Hu, Li Shen, and Gang Sun · 2018
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An optimization view on dynamic routing between capsules, 2018
Dilin Wang and Qiang Liu · 2018
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Capsule networks need an improved routing algorithm
Inyoung Paik, Taeyeong Kwak, and Injung Kim · 2019
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Attention routing between capsules
Jaewoong Choi, Hyun Seo, Suii Im, and Myungjoo Kang · 2019
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A novel capsule based hybrid neural network for sentiment classification
Yongping Du, Xiaozheng Zhao, Meng He, and Wenyang Guo · 2019
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Capsule-forensics: Using capsule networks to detect forged images and videos
Huy H Nguyen, Junichi Yamagishi, and Isao Echizen · 2019
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Automated classification of apoptosis in phase contrast microscopy using capsule network
Aryan Mobiny, Hengyang Lu, Hien V Nguyen, Badrinath Roysam, and Navin Varadarajan · 2019
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Cbir system using capsule networks and 3d cnn for alzheimer’s disease diagnosis
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Jan Eric Lenssen, Matthias Fey, and Pascal Libuschewski · 2018
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Matrix capsules with em routing
Geoffrey E Hinton, Sara Sabour, and Nicholas Frosst · 2018
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Spectral capsule networks, 2018
Mohammad Taha Bahadori · 2018
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Cbam: Convolutional block attention module
Sanghyun Woo, Jongchan Park, Joon-Young Lee, and In So Kweon · 2018
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Bruce McIntosh, Kevin Duarte, Yogesh S Rawat, and Mubarak Shah · 2018
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Attention-based capsule networks with dynamic routing for relation extraction
Ningyu Zhang, Shumin Deng, Zhanlin Sun, Xi Chen, Wei Zhang, and Huajun Chen · 2018
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Capsulegan: Generative adversarial capsule network
Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, and Premkumar Natarajan · 2018
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KR Kruthika, HD Maheshappa, Alzheimer’s Disease Neuroimaging Initiative, et al · 2019
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Real-time apple detection system using embedded systems with hardware accelerators: An edge ai application
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Capsule routing via variational bayes
Fabio De Sousa Ribeiro, Georgios Leontidis, and Stefanos D Kollias · 2020
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Improving the robustness of capsule networks to image affine transformations
Jindong Gu and Volker Tresp · 2020
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Learning compositional structures for deep learning: Why routing-by-agreement is necessary
Sai Raam Venkatraman, Ankit Anand, S Balasubramanian, and R Raghunatha Sarma · 2020
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A branching and merging convolutional network with homogeneous filter capsules
Adam Byerly, Tatiana Kalganova, and Ian Dear · 2020
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Multi-image super resolution of remotely sensed images using residual attention deep neural networks
Francesco Salvetti, Vittorio Mazzia, Aleem Khaliq, and Marcello Chiaberge · 2020
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Capsules with inverted dot-product attention routing
Yao-Hung Hubert Tsai, Nitish Srivastava, Hanlin Goh, and Ruslan Salakhutdinov · 2020
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Da-capsnet: dual attention mechanism capsule network
Wenkai Huang and Fobao Zhou · 2020
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Bg-sac: Entity relationship classification model based on self-attention supported capsule networks
Dunlu Peng, Dongdong Zhang, Cong Liu, and Jing Lu · 2020
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