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Deep learning techniques for supervised pedestrian detection and critically-supervised object detection
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Novel algorithms for large scale supervised and one class learning
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Sampling theory for graph signals with applications to semi-supervised learning
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Labeling cost reduction techniques for deep learning: methodologies and applications
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Invariant representation learning for robust and fair predictions
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Video object segmentation and tracking with deep learning techniques
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Human appearance analysis and synthesis using deep learning
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Direct characterization of functional consequences of O-GlcNAc through protein semi-synthesis
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Learning semantic types and relations from text
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Transfer learning for intelligent systems in the wild
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Hashcode representations of natural language for relation extraction
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Learning paraphrases from text
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An exploratory study on flipped learning and the use of self-regulation amongst undergraduate engineering students
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Flymodeller: an interactive machine learning platform for automatic fly behavior annotation
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Deep learning models for temporal data in health care
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Recognition and characterization of unstructured environmental sounds
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Effective incremental learning and detector adaptation methods for video object detection
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Group supervision:  Critical incidents and intern satisfaction
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Team teaching on a semi-departmentalized basis
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A deep learning approach to online single and multiple object tracking
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Improved word alignments for statistical machine translation
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Harnessing Genius Hour school-wide: examining teachers' perceptions of the implementation of personalized inquiry across an international middle school
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Towards understanding language in perception and embodiment
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The administration and supervision of a reading readiness program
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Recording, reconstructing, and relighting virtual humans
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