augmentation
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- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Natural Language (0.68)
- Information Technology > Sensing and Signal Processing > Image Processing (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.47)
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Cross-links Matter for Link Prediction: Rethinking the Debiased GNN from a Data Perspective Zihan Luo
GNNs to mitigate the bias as well as boost their utility in an end-to-end manner.
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- North America > United States > California > San Francisco County > San Francisco (0.14)
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Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation
We introduce ALIA (Automated Language-guided Image Augmentation), a method which utilizes large vision and language models to automatically generate natural language descriptions of a dataset's domains and augment the training data via language-guided image editing.
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- Asia > Middle East > Jordan (0.04)
- Asia > Middle East > Israel (0.04)
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- Information Technology > Sensing and Signal Processing > Image Processing (1.00)
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.69)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.69)
Expanding Small-Scale Datasets with Guided Imagination
Does knowledge distillation really work?
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- Asia > Japan > Honshū > Chūbu > Ishikawa Prefecture > Kanazawa (0.04)
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- Health & Medicine > Diagnostic Medicine > Imaging (0.30)
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Expanding Small-Scale Datasets with Guided Imagination
The power of DNNs relies heavily on the quantity and quality of training data. However, collecting and annotating data on a large scale is often expensive and time-consuming.
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- Health & Medicine > Diagnostic Medicine (0.48)
- Information Technology > Security & Privacy (0.45)
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- Asia > China > Jiangsu Province > Nanjing (0.04)
- Asia > China > Guangdong Province > Shenzhen (0.04)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
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- Europe > Switzerland > Zürich > Zürich (0.14)
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- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
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