| Compositional Verification for Autonomous Systems with Deep Learning Components | Oct 18, 2018 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program | Oct 18, 2018 | Deep Learning | —Unverified | 0 |
| Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality | Oct 18, 2018 | Deep Learning | —Unverified | 0 |
| Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments | Oct 17, 2018 | Continual LearningDeep Learning | CodeCode Available | 0 |
| Analysis of Railway Accidents' Narratives Using Deep Learning | Oct 17, 2018 | Deep LearningWord Embeddings | CodeCode Available | 0 |
| Collaborative Deep Learning Across Multiple Data Centers | Oct 16, 2018 | Deep Learning | —Unverified | 0 |
| The Newton Scheme for Deep Learning | Oct 16, 2018 | Deep LearningObject Recognition | —Unverified | 0 |
| Projecting Trouble: Light Based Adversarial Attacks on Deep Learning Classifiers | Oct 16, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| DN-ResNet: Efficient Deep Residual Network for Image Denoising | Oct 16, 2018 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Security Matters: A Survey on Adversarial Machine Learning | Oct 16, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Improving Data Quality through Deep Learning and Statistical Models | Oct 16, 2018 | Deep Learning | —Unverified | 0 |
| Quasi-hyperbolic momentum and Adam for deep learning | Oct 16, 2018 | Deep LearningStochastic Optimization | CodeCode Available | 0 |
| Stop Illegal Comments: A Multi-Task Deep Learning Approach | Oct 15, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| Deep learning-based super-resolution in coherent imaging systems | Oct 15, 2018 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Learning to Segment Corneal Tissue Interfaces in OCT Images | Oct 15, 2018 | Deep Learning | —Unverified | 0 |
| Composing RNNs and FSTs for Small Data: Recovering Missing Characters in Old Hawaiian Text | Oct 15, 2018 | Deep LearningReading Comprehension | —Unverified | 0 |
| Cloud Detection Algorithm for Remote Sensing Images Using Fully Convolutional Neural Networks | Oct 13, 2018 | Cloud DetectionDeep Learning | —Unverified | 0 |
| Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter | Oct 13, 2018 | Deep LearningPrognosis | —Unverified | 0 |
| Deep Learning-Based Channel Estimation | Oct 13, 2018 | Deep LearningDenoising | CodeCode Available | 0 |
| Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments | Oct 13, 2018 | Action RecognitionActive Learning | —Unverified | 0 |
| A Gentle Introduction to Deep Learning in Medical Image Processing | Oct 12, 2018 | Deep LearningImage Registration | —Unverified | 0 |
| ISA Mapper: A Compute and Hardware Agnostic Deep Learning Compiler | Oct 12, 2018 | Code GenerationDeep Learning | —Unverified | 0 |
| Protein Family Classification using Deep Learning | Oct 12, 2018 | ClassificationDeep Learning | —Unverified | 0 |
| A Blended Deep Learning Approach for Predicting User Intended Actions | Oct 11, 2018 | Deep Learning | —Unverified | 0 |
| Policy Design for Active Sequential Hypothesis Testing using Deep Learning | Oct 11, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
