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Deep generative models for time series counterfactual inference
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3D deep learning for perception and modeling
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Structured visual understanding and generation with deep generative models
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Exploring complexity reduction in deep learning
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Deep generative models for image translation
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Emotional appraisal in deep reinforcement learning
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Human appearance analysis and synthesis using deep learning
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Labeling cost reduction techniques for deep learning: methodologies and applications
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Analysis using generalized linear models and its applied computation with R
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Video object segmentation and tracking with deep learning techniques
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Deep learning models for temporal data in health care
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Comparing robustness to outliers and model misspecification between robust Poisson and log-binomial models
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Ultra-low-latency deep neural network inference through custom combinational logic
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A deep learning approach to online single and multiple object tracking
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Deep learning techniques for supervised pedestrian detection and critically-supervised object detection
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A novel hybrid probabilistic framework for model validation
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Evaluation of the budget for silicic acid in Cascadia Basin deep water
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Local-aware deep learning: methodology and applications
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Teacher retention in an urban, predominately Black school district: an improvement study in the Deep South
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Modeling autonomic peripheral vascular control
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Face recognition and 3D face modeling from images in the wild
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Leveraging training information for efficient and robust deep learning
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CUDA deformers for model reduction
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Efficient estimation and discriminative training for the Total Variability Model
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Performance monitoring and disturbance adaptation for model predictive control
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