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class distribution is shared across datasets. (b) Compared to supervised learning (SL), CLIP's performance (measured by accuracy) is less biased by data frequency, and the classifier is notably
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Severe data imbalance naturally exists among web-scale vision-language datasets.
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Undirected Probabilistic Model for Tensor Decomposition
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Tensor decompositions (TDs) serve as a powerful tool for analyzing multiway data.
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Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks
Kohei Hayashi, Taiki Yamaguchi, Yohei Sugawara, Shin-ichi Maeda
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Neural Information Processing Systems http://nips.cc/
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