Results 1 to 10 of about 859,226 (245)
Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction [PDF]
Conference on Empirical Methods in Natural Language Processing, 2018 A capsule is a group of neurons, whose activity vector represents the instantiation parameters of a specific type of entity. In this paper, we explore the capsule networks used for relation extraction in a multi-instance multi-label learning framework ...
Chen, Huajun +5 more
core +2 more sources
CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces [PDF]
arXiv, 2018 In this paper, we formalize the idea behind capsule nets of using a capsule vector rather than a neuron activation to predict the label of samples. To this end, we propose to learn a group of capsule subspaces onto which an input feature vector is projected.
Edraki, Marzieh +2 more
arxiv +2 more sources
Efficient-CapsNet: capsule network with self-attention routing [PDF]
Scientific Reports, 2021 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.
Vittorio Mazzia +2 more
semanticscholar +1 more source
The real reason why Nakagin Capsule Tower was never metabolized
Docomomo Journal, 2021 The first part of this two-part essay is about the Nakagin Capsule Tower restoration and preservation project and discusses the low awareness of the current situation of the building.
Tatsuyuki Maeda, Yuka Yoshida
doaj +3 more sources
Endoscopy, 2022 Main Recommendations MR1 ESGE recommends small-bowel capsule endoscopy as the first-line examination, before consideration of other endoscopic and radiological diagnostic tests for suspected small-bowel bleeding, given the excellent safety profile of ...
M. Pennazio +25 more
semanticscholar +1 more source
World Electric Vehicle Journal, 2021 Photovoltaic charging stations (PVCSs) are one of the most important pieces of charging equipment for electric vehicles (EVs). Recently, the process of designing solar charging stations as flexible sources has been growing and developing.
Morteza Azimi Nasab +3 more
doaj +1 more source
IEEE Access, 2022 Fitness and activity trackers are hugely popular wearable devices that monitor various health-related metrics, such as step count, heartbeat rate, or even oxygen saturation.
Ana Koren, Marko Jurcevic, Ramjee Prasad
doaj +1 more source
Diabetic retinopathy detection and classification using capsule networks
Complex & Intelligent Systems, 2021 Nowadays, diabetic retinopathy is a prominent reason for blindness among the people who suffer from diabetes. Early and timely detection of this problem is critical for a good prognosis.
G. Kalyani +3 more
semanticscholar +1 more source
Smart Cities, 2021 One of the important aspects of realizing smart cities is developing smart homes/buildings and, from the energy perspective, designing and implementing an efficient smart home area energy management system (HAEMS) is vital.
Morteza Azimi Nasab +4 more
doaj +1 more source
Cogent Engineering, 2022 Changes in consumption and changes in the structure of the system always occur in each power system. One of the effects of these changes can be the instability of the system voltage.
Mohsen Khalili +5 more
doaj +1 more source