| Applications of Deep Learning to Nuclear Fusion Research | Nov 1, 2018 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Online Planner Selection with Graph Neural Networks and Adaptive Scheduling | Nov 1, 2018 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| Deep Learning-Based Gait Recognition Using Smartphones in the Wild | Nov 1, 2018 | Deep LearningGait Recognition | CodeCode Available | 0 |
| Connections between physics, mathematics and deep learning | Nov 1, 2018 | Deep Learning | —Unverified | 0 |
| Rethinking floating point for deep learning | Nov 1, 2018 | Deep LearningMath | CodeCode Available | 0 |
| Face Recognition: From Traditional to Deep Learning Methods | Oct 31, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Democratizing Production-Scale Distributed Deep Learning | Oct 31, 2018 | Deep Learning | —Unverified | 0 |
| Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning | Oct 30, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| Weak-supervision for Deep Representation Learning under Class Imbalance | Oct 30, 2018 | ClassificationDeep Learning | —Unverified | 0 |
| Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving | Oct 30, 2018 | Autonomous DrivingDeep Learning | CodeCode Available | 0 |
| Deep Learning as Feature Encoding for Emotion Recognition | Oct 30, 2018 | Deep LearningEmotion Recognition | —Unverified | 0 |
| Multi-label Multi-task Deep Learning for Behavioral Coding | Oct 29, 2018 | Deep LearningMulti-Task Learning | —Unverified | 0 |
| Content Selection in Deep Learning Models of Summarization | Oct 29, 2018 | ArticlesDeep Learning | CodeCode Available | 0 |
| Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition | Oct 29, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Software Engineering Challenges of Deep Learning | Oct 29, 2018 | Deep Learning | CodeCode Available | 0 |
| End-to-end music source separation: is it possible in the waveform domain? | Oct 29, 2018 | Deep LearningMusic Source Separation | CodeCode Available | 1 |
| A Hitchhiker's Guide On Distributed Training of Deep Neural Networks | Oct 28, 2018 | Deep LearningGPU | —Unverified | 0 |
| Deep learning for denoising | Oct 27, 2018 | Deep LearningDenoising | CodeCode Available | 0 |
| Automating Generation of Low Precision Deep Learning Operators | Oct 25, 2018 | CPUDeep Learning | —Unverified | 0 |
| HAR-Net:Fusing Deep Representation and Hand-crafted Features for Human Activity Recognition | Oct 25, 2018 | Activity RecognitionDeep Learning | —Unverified | 0 |
| A Deep Learning Strategy for Vehicular Floating Content Management | Oct 24, 2018 | Deep LearningManagement | —Unverified | 0 |
| A Deep-Learning-Based Fashion Attributes Detection Model | Oct 24, 2018 | Deep LearningMarketing | CodeCode Available | 0 |
| Solving Poisson's Equation using Deep Learning in Particle Simulation of PN Junction | Oct 24, 2018 | Deep Learning | —Unverified | 0 |
| Precipitation Nowcasting: Leveraging bidirectional LSTM and 1D CNN | Oct 24, 2018 | Deep LearningTime Series | —Unverified | 0 |
| Forecasting Individualized Disease Trajectories using Interpretable Deep Learning | Oct 24, 2018 | Deep LearningDisease Prediction | —Unverified | 0 |
| NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision | Oct 23, 2018 | Deep Learning | —Unverified | 0 |
| DeepLSR: a deep learning approach for laser speckle reduction | Oct 23, 2018 | Deep Learning | CodeCode Available | 0 |
| Analyzing Neuroimaging Data Through Recurrent Deep Learning Models | Oct 23, 2018 | Deep Learning | —Unverified | 0 |
| A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model | Oct 22, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| LAMVI-2: A Visual Tool for Comparing and Tuning Word Embedding Models | Oct 22, 2018 | Deep Learning | —Unverified | 0 |
| Ruuh: A Deep Learning Based Conversational Social Agent | Oct 22, 2018 | Abusive LanguageDeep Learning | —Unverified | 0 |
| A Comparative Study of Fruit Detection and Counting Methods for Yield Mapping in Apple Orchards | Oct 22, 2018 | Deep LearningYield Mapping In Apple Orchards | —Unverified | 0 |
| Named Entity Disambiguation using Deep Learning on Graphs | Oct 22, 2018 | Deep LearningEntity Disambiguation | CodeCode Available | 0 |
| Applying Deep Learning To Airbnb Search | Oct 22, 2018 | Deep Learning | CodeCode Available | 0 |
| Using Deep Learning to Extend the Range of Air-Pollution Monitoring and Forecasting | Oct 22, 2018 | Deep Learning | CodeCode Available | 0 |
| Analog-to-digital conversion revolutionized by deep learning | Oct 21, 2018 | Deep Learning | —Unverified | 0 |
| To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference | Oct 21, 2018 | Deep Learningimage-classification | —Unverified | 0 |
| PositNN: Tapered Precision Deep Learning Inference for the Edge | Oct 20, 2018 | Deep Learning | —Unverified | 0 |
| From Machine to Machine: An OCT-trained Deep Learning Algorithm for Objective Quantification of Glaucomatous Damage in Fundus Photographs | Oct 20, 2018 | Deep Learning | —Unverified | 0 |
| Towards Transparent Neural Network Acceleration | Oct 19, 2018 | Deep Learningobject-detection | —Unverified | 0 |
| Embedded Deep Learning for Face Detection and Emotion Recognition with Intel© Movidius (TM) Neural Compute Stick | Oct 19, 2018 | Deep LearningEmotion Recognition | —Unverified | 0 |
| Sequenced-Replacement Sampling for Deep Learning | Oct 19, 2018 | Deep Learning | —Unverified | 0 |
| A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data | Oct 19, 2018 | Deep LearningImage Registration | —Unverified | 0 |
| 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 |
| Analysis of Railway Accidents' Narratives Using Deep Learning | Oct 17, 2018 | Deep LearningWord Embeddings | CodeCode Available | 0 |
| Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments | Oct 17, 2018 | Continual LearningDeep Learning | CodeCode Available | 0 |
| Projecting Trouble: Light Based Adversarial Attacks on Deep Learning Classifiers | Oct 16, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| Improving Data Quality through Deep Learning and Statistical Models | Oct 16, 2018 | Deep Learning | —Unverified | 0 |