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Epidermis lesion detection via optimized distributed capsule neural network
Computers in Biology and MedicineSkin cancer, encompassing various forms such as melanoma, basal cell carcinoma, and others, remains a significant global health concern, often proving fatal if not diagnosed and treated in its early stages. The challenge of accurately diagnosing skin cancer, particularly melanoma, persists even for experienced dermatologists due to the intricate and ...
Vineet Kumar, Dubey +1 more
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Parallel Capsule Neural Networks for Sound Event Detection
2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2019In this work, we propose a sound event detection system based on a parallel capsule neural network. The system takes advantage of the capability of capsule neural networks in the detection of overlapping objects. It further develops a parallel architecture and uses the kernel design of different shapes and sizes to effectively utilize the feature ...
Kai-Wen Liang +2 more
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Learning Stance Classification with Recurrent Neural Capsule Network
2019Stance classification is a natural language processing (NLP) task to detect author’s stance when give a specific target and context, which can be applied in online debating forum, e.g., Twitter, Weibo, etc. In this paper, we present a novel target orientation recurrent neural capsule network, called TRNN-Capsule to solve the problem.
Lianjie Sun +4 more
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CACNN: Capsule Attention Convolutional Neural Networks for 3D Object Recognition
IEEE Transactions on Neural Networks and Learning SystemsRecently, view-based approaches, which recognize a 3D object through its projected 2-D images, have been extensively studied and have achieved considerable success in 3D object recognition. Nevertheless, most of them use a pooling operation to aggregate viewwise features, which usually leads to the visual information loss.
Kai Sun +6 more
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Capsule Network Versus Convolutional Neural Network in Image Classification
2021Ewa Juralewicz +1 more
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Brain Tumor Segmentation Using Capsule Neural Network
2021Jyothi Shetty +3 more
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Capsulated Graph Neural Network for Ubiquitylation Sites Prediction
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022Jie Chen +6 more
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Learning to Rank with Capsule Neural Networks
2022Anna Nesterenko, Anastasia Ianina
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Vehicle-Type Classification Using Capsule Neural Network
2022Deepak Mane +4 more
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Capsule Neural Networks for Text Classification
2019Khikmatullaev, Akmal +2 more
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