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Article
SMPC: boosting social media popularity prediction with caption
Social media popularity prediction refers to using multi-modal content to predict the popularity of a post offered by an internet user. It is an effective way to explore advanced forecasting trends and make mo...
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Article
Semantically guided projection for zero-shot 3D model classification and retrieval
The most existing methods for 3D model classification and retrieval rely on the fully supervised training scheme, which are prohibitive and time-consuming to collect and label 3D models of wide different categ...
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Article
Predicting the popularity of micro-videos via a feature-discrimination transductive model
Nowadays, with the development of social media networks, micro-videos, an emerging form of user-generated contents (UGCs), are gradually attracting greater interest. Some of them are widely spread, while other...
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Article
Multi-guiding long short-term memory for video captioning
Recently, research interests have been paid for using recurrent neural network (RNN) as the decoder in video captioning task. However, the generated sentence seems to “lose track” of the video content due to t...
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Article
Pooled time series representation for mitosis event recognition
This paper proposes a new feature representation for mitotic event detection in time-lapse phase contrast microscopy image sequences of stem cell populations. First, an imaging model-based microscopy image seg...
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Article
Convolutional deep learning for 3D object retrieval
In recent years, with the development of 3D technologies, 3D model retrieval has become a hot topic. The key point of 3D model retrieval is to extract robust feature for 3D model representation. In order to im...
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Article
Geo-location driven image tagging via cross-domain learning
With the rapid development of location-based social network, more and more multimedia data are uploaded by users. These data always include large-scale of independent information with both textual and visual c...
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Article
Cross-domain semantic transfer from large-scale social media
With the rapid development of location-based social networks (LBSNs), more and more media data are unceasingly uploaded by users. The asynchrony between the visual and textual information has made it extremely...
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Chapter and Conference Paper
Balance between Diversity and Relevance for Image Search Results
Image search reranking has received great attention since it overcomes the drawback of “only textual features utilization” in nowadays web-scale image search engines. Most of existing methods focus on relevanc...
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Chapter and Conference Paper
Watermarking for Authentication of LZ-77 Compressed Documents
Fragile Watermarking by exploiting the multiplicity of encoding of a file using LZ77- based compressed method (we called“LZS-77”), has been proposed recently as a new method of document authentication. It allo...