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14. Neural Temporal Models for Human Motion Prediction
Open Access
15. Robust Text Spotting in Natural Images with Deep Neural Networks
Open Access
16. Informed Learning for Image Restoration and Understanding
Open Access
18. Domain Enriched Learning for Brain Image Analysis
Open Access
24. Beyond Accurate Graph Neural Networks
Open Access
29. Laboratory Earthquake Prediction using Deep Learning
Open Access
31. Ultrasound image classification and segmentation using deep learning applications
Restricted (Penn State Only)
32. Cross-Species Prediction of Transcription Factor Binding
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33. Learning to Learn with Structured Knowledge
Open Access
35. Deep Learning Approach to Large-Scale Systems
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36. Applications of Deep Learning on Temporal and Graph Data Mining
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37. Robotic Green Fruit Thinning for Apple Production
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39. Training-Robust Design of Deep Neural Networks for Imaging and Vision
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41. Ultrasound Computed Tomography using Deep Learning
Open Access
42. Action classification for videos in sports
Open Access
44. Mobility-Based Anomaly Detection
Open Access
47. Story Generation Using Intermediate Plot Representation
Open Access
51. Essays in Applied Machine Learning and Economics
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52. Leveraging Heterogeneity in Designing Systems For Emerging Datacenter Applications
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53. Neural Dynamic Mode Decomposition
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55. Visual Proteomics of Neuronal Growth Cones: Deep Learning Segmentation for Large Scale Analysis of Cryo-Electron Tomograms
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56. Resource-efficient Deep Learning: Democratizing AI at Scale
Open Access
57. STUDY OF CORE TECHNOLOGIES IN TREE CANOPY PARAMETER MEASUREMENTS FOR DEVELOPING AN ADVANCED PRECISION SPRAYER
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58. Deep learning on Mobile Devices with Neural Processing Units
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59. Towards Sample Efficiency in Deep Learning
Open Access
61. Advancing Predictive Models in Healthcare: From Single to Multi-Modality
Restricted (Penn State Only)
62. Deep Learning for Security-oriented Program Analysis
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63. Deep Generative Models for Medical Images and Beyond
Open Access
67. Statistical Methods for Non-Linear Modeling in Functional Data
Open Access
70. Constraint Driven Multimodal Edge Intelligence
Open Access