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Attention-enhanced Deep Learning Models for Data Cleaning and Integration
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Computational Structures as Neural Symbolic Representation
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Enhancing Document Understanding through the Incorporation of Structural Inference
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Interpretable and Interactive Representation Learning on Geometric Data
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The Applications of Alternating Minimization Algorithms on Deep Learning Models
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Improving Interactive Search with User Feedback
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Towards the Robustness of Deep Learning Systems Against Adversarial Examples in Sequential Data
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Computational Image Processing and Deep Learning with Multi-Model Biomedical Image Data
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Framework for Spatial Health Analytics Using Digital Exhaust, Crowd-Source Data and Electronic Health Records
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Medical Image Analysis with Deep Learning under Limited Supervision
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