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Predict Emoji Combination with Retrieval Strategy
As emojis are widely used in social media, people not only use an emoji to express their emotions or mention things but also extend its usage to represent complicate emotions, concepts or activities by combining multiple emojis.
Photo Filter Recommendation by Category-Aware Aesthetic Learning
We conduct experiments on the collected FACD for filter recommendation, and the results show that our proposed category-aware aesthetic learning outperforms aesthetic classification methods (e. g., 12% relative improvement).
Semi-supervised Learning for Convolutional Neural Networks via Online Graph Construction
The recent promising achievements of deep learning rely on the large amount of labeled data.
Scalable Object Detection by Filter Compression With Regularized Sparse Coding
Our method can reconstruct filters by minimizing score map error, while sparse coding reconstructs filters by minimizing appearance error.
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