專題演講 主講人:許志仲教授(成功大學數據科學研究所)

  • 事件日期: 2022-05-20
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題 目:VIP: Visual Information Processing based on Pairwise Learning 

主講人:許志仲教授(成功大學數據科學研究所)

時 間:111年5月20日(星期五)上午10:40-11:30

地 點:線上演講-使用Google Meet
 
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摘要
 
With the rapid growth of deep learning-based applications for computer vision and image processing, several effective and efficient models such as ResNet, DenseNet, ResNeXt, and EfficientNet have been proposed to achieve SOTA performance on various tasks in a supervised learning way. However, rare studies focus on semi-supervised learning for computer vision applications. In this talk, I would like to introduce a particular semi-supervised learning strategy, called pairwise learning, to learn the common feature representation for different image processing and computer vision applications. I will show how pairwise learning is beneficial to various computer vision tasks, as well as bring some possible and potential research topics on deep pairwise learning in the future.