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HumanPoseSurvey
PointwiseNet
Pointwise Geometric and Semantic Learning Network on 3D Point CloudsBGRU-AttentionPooling
We propose the Bidirectional Gated Recurrent Units (BGRU), which are integrated with the attention mechanism to pay attention to the important information and filter out the noise.CoarseToFine-wireframe-rec
PCA-AE-Ada
Integrating Feature Selection and Feature Extraction Methods with Deep Learning to Predict Clinical Outcome of Breast Cancerdjzgroup.github.io
Non-rigid-Registration
VAE-ContextAwareLinkPrediction
Networks Embedding (NE) plays a very important role in network analysis in real life. Most of the current Network Representation Learning (NRL) models only consider the structure information, and have static embeddings. However, the identical vertex can exhibit different characters when interacting with different vertices. In this paper, we propose a context-aware text-embedding model which seamlessly integrates the structure information and the text information of the vertex. We employ the Variational AutoEncoder (VAE) to statically obtain the textual information of each vertex and use mutual attention mechanism to dynamically assign the embeddings to a vertex according to different neighbors it interacts with. Comprehensive experiments were conducted on two publicly available link prediction datasets. Experimental results demonstrate that our model performs superior compared to baselines.IoM-IoU
IoMIoU: Online Real-time high quality action tubes constructingDualCorrelationNetwork
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