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2. Visual Characteristics for Computational Prediction of Aesthetics and Evoked Emotions

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3. Context Modeling for Semantic Text Matching and Scene Text Detection

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4. Dense Convolutional Object Detectors for Visual Assistive Systems On Mobile Platform

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6. Prediction and Estimation of Human Motion using Generative-Adversarial Network

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7. On a Computation Model for Human and Machine Symmetry Perception

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8. Tailored Algorithms for Synthetic Aperture Image Formation and Analysis

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9. Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods

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10. CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA

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12. Early Season Crop Load Estimation and Yield Prediction in Apple Orchards

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13. Scene Text Understanding in Natural Images With Convolutional Neural Networks

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15. Robust Text Spotting in Natural Images with Deep Neural Networks

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16. Informed Learning for Image Restoration and Understanding

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17. BioPose-3D and PressNet-KL: A Path to Understanding Human Pose Stability from Video

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18. Domain Enriched Learning for Brain Image Analysis

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19. Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory

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20. ATOMISTIC LEVEL INVESTIGATION OF DISSOLUTION, PRECIPITATION AND SURFACE DIFFUSION DYNAMICS AT THE AQUEOUS INTERFACES USING REAXFF AND APPLICATION OF DEEP LEARNING TO FORCE FIELD PARAMETERIZATION

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21. Towards a Proactive Real-Time Data-Driven Musculoskeletal Disorders Prevention Approach in Construction

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22. Supervised Machine Learning for Region Assignment of Zebrafish Brain Nuclei based on Computational Assessment of Cell Neighborhoods

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24. Beyond Accurate Graph Neural Networks

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25. Towards Designing Accurate Detection Methods for Emerging Cyber Threats

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26. Adversarial Attacks and Defense in Long Short-Term Memory Recurrent Neural Networks

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27. Uncertainty Quantification for Photovoltaic Energy Production Using Analog Ensemble

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29. Laboratory Earthquake Prediction using Deep Learning

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30. STATE-OF-THE-ART DEEP LEARNING FOR MULTI-PRODUCT INTERMITTENT TIME SERIES FORECASTING

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31. Learning to Learn with Structured Knowledge

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32. Automated Construction Progress Monitoring using Image Segmentation and Building Information Models

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33. Development And Application Of A ReaxFF Reactive Force Field For Copper And Copper Oxide Interactions With Silicon Via Neural Network Based Parameterization Methods

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34. In-field Imaging of Apple Orchards Using Stereo Vision for Improved Fruit Size and Yield Estimation

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36. Action classification for videos in sports

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37. A UAV IMAGING APPLICATION TO MONITOR BLACK CHERRY FLOWERING AND REGENERATION IN ALLEGHENY NATIONAL FOREST IN PENNSYLVANIA

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38. Mobility-Based Anomaly Detection

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39. A HYBRID DEEP LEARNING MODEL OF PROCESS-BUILD INTERACTIONS IN ADDITIVE MANUFACTURING

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40. deep learning approaches for object tracking and motion estimation of ultrasound imaging sequences

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41. Story Generation Using Intermediate Plot Representation

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42. Suspended Sediment Concentration prediction using Deep Learning across the Contiguous United States

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43. Optimizing Deep Learning for Memory and Compute : A joint Algorithm-Architecture Exploration

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44. Explainable, Informed Deep Learning For Signal And Image Estimation

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45. Resource-efficient Deep Learning: Democratizing AI at Scale

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46. Towards Sample Efficiency in Deep Learning

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47. Predicting Driver's Takeover Decisions in a Conditionally Automated Vehicle with Gaze Based Deep Learning Architectures

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48. Deep Generative Models for Medical Images and Beyond

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49. Multi-Geometry Atmospheric Correction and Target Spectra Retrieval from Hyperspectral Images via Deep Learning

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50. Acoustic Analysis and Detection of the Effects of Vapor-Liquid Interfacial Morphology on Pool-Boiling Heat Transfer for Different Materials

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51. Regularized Learning for Discriminative Problems in Image Recognition

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52. Statistical Methods for Non-Linear Modeling in Functional Data

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53. Investigation of Deep Neural Networks From Control and Optimization Perspectives

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