Few-shot visual understanding with deep neural networks
Deep Neural Networks (DNNs) have become indispensable for a variety of computer vision tasks, such as image recognition, image segmentation, and object detection. The availability of large-scale labeled datasets and the powerful fitting capability of deep models are two crucial factors that contribu...
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Format: | Thesis-Doctor of Philosophy |
Language: | English |
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Nanyang Technological University
2022
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Online Access: | https://hdl.handle.net/10356/154696 |
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Institution: | Nanyang Technological University |
Language: | English |