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Titlebook: Weak Convergence and Empirical Processes; With Applications to Aad W. Vaart,Jon A. Wellner Book 19961st edition Springer Science+Business M

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Aad W. van der Vaart,Jon A. Wellnererson is known. Since there is vast modal difference between the image and text, how to effectively match the semantic features of the image-text is extremely important. Existing schemes mainly consider how to extract more accurate text representation or more complete image representation but ignore
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distributions, resulting in poor classification performance. To overcome this distribution difference, various Transfer Learning (TL) approaches such as Domain Adaptation (DA) have been proposed. Many existing DA approaches are capable of minimizing the distribution difference of single source and
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Aad W. van der Vaart,Jon A. Wellnertimation, Edge Estimation, etc. With advanced deep learning, many dense prediction tasks have been greatly improved. Multi-task learning is one of the top research lines to boost task performance further. Properly designed multi-task model architectures have better performance and minor memory usage
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Aad W. van der Vaart,Jon A. Wellner Thailand, during December 1–5, 2009. ICONIP is a world-renowned international conference that is held annually in the Asia-Pacific region. This prestigious event is sponsored by the Asia Pacific Neural Network Assembly (APNNA), and it has provided an annual forum for international researchers to ex
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