| Deep Learning-Based Semantic Segmentation of Microscale Objects | Jul 3, 2019 | Deep LearningSegmentation | CodeCode Available | 0 |
| Measuring the Data Efficiency of Deep Learning Methods | Jul 3, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Using Deep Learning to Count Albatrosses from Space | Jul 3, 2019 | Deep LearningImage Segmentation | —Unverified | 0 |
| Accelerating Generative Neural Networks on Unmodified Deep Learning Processors -- A Software Approach | Jul 3, 2019 | Deep LearningPose Estimation | CodeCode Available | 0 |
| DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images | Jul 3, 2019 | AnatomyDeep Learning | —Unverified | 0 |
| GraphDTA: prediction of drug–target binding affinity using graph convolutional networks | Jul 2, 2019 | Deep LearningDrug Discovery | CodeCode Available | 0 |
| Seismic data denoising and deblending using deep learning | Jul 2, 2019 | Deep LearningDenoising | —Unverified | 0 |
| Applying Transfer Learning To Deep Learned Models For EEG Analysis | Jul 2, 2019 | Deep LearningEEG | —Unverified | 0 |
| An Analysis of Deep Neural Networks with Attention for Action Recognition from a Neurophysiological Perspective | Jul 2, 2019 | Action RecognitionDeep Learning | —Unverified | 0 |
| Deep Learning in Event Detection in Polish | Jul 1, 2019 | Deep LearningEvent Detection | —Unverified | 0 |
| Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions | Jul 1, 2019 | Deep LearningMath | CodeCode Available | 0 |
| DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks | Jul 1, 2019 | AnatomyDeep Learning | —Unverified | 0 |
| Rare Disease Detection by Sequence Modeling with Generative Adversarial Networks | Jul 1, 2019 | Deep Learning | —Unverified | 0 |
| Mechanisms of Artistic Creativity in Deep Learning Neural Networks | Jun 30, 2019 | Deep Learning | —Unverified | 0 |
| Random Vector Functional Link Neural Network based Ensemble Deep Learning | Jun 30, 2019 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Predicting Social Perception from Faces: A Deep Learning Approach | Jun 29, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Adaptive Deep Learning of Cross-Domain Loss in Collaborative Filtering | Jun 29, 2019 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| On improving deep learning generalization with adaptive sparse connectivity | Jun 27, 2019 | Deep Learning | —Unverified | 0 |
| CaDIS: Cataract Dataset for Image Segmentation | Jun 27, 2019 | 2D Semantic Segmentation task 1 (8 classes)2D Semantic Segmentation task 2 (17 classes) | —Unverified | 0 |
| Deep Radar Detector | Jun 26, 2019 | Deep Learning | —Unverified | 0 |
| Selection via Proxy: Efficient Data Selection for Deep Learning | Jun 26, 2019 | Active LearningComputational Efficiency | CodeCode Available | 0 |
| Water Preservation in Soan River Basin using Deep Learning Techniques | Jun 26, 2019 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System | Jun 25, 2019 | Collaborative FilteringDeep Learning | CodeCode Available | 0 |
| Explaining Deep Learning Models with Constrained Adversarial Examples | Jun 25, 2019 | Classificationcounterfactual | CodeCode Available | 0 |
| Deep Learning of Compressed Sensing Operators with Structural Similarity Loss | Jun 25, 2019 | compressed sensingDeep Learning | —Unverified | 0 |
| Remote Sensor Design for Visual Recognition with Convolutional Neural Networks | Jun 24, 2019 | Deep Learning | CodeCode Available | 0 |
| Respiratory Motion Correction in Abdominal MRI using a Densely Connected U-Net with GAN-guided Training | Jun 24, 2019 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| A Review on Deep Learning in Medical Image Reconstruction | Jun 23, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Database Meets Deep Learning: Challenges and Opportunities | Jun 21, 2019 | Deep Learningimage-classification | —Unverified | 0 |
| Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays | Jun 21, 2019 | Deep LearningDescriptive | —Unverified | 0 |
| Automated crater shape retrieval using weakly-supervised deep learning | Jun 20, 2019 | Deep LearningInstance Segmentation | CodeCode Available | 0 |
| Deep Learning in the Automotive Industry: Recent Advances and Application Examples | Jun 20, 2019 | Deep LearningSelf-Driving Cars | —Unverified | 0 |
| Global Adversarial Attacks for Assessing Deep Learning Robustness | Jun 19, 2019 | Deep Learning | —Unverified | 0 |
| Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning | Jun 19, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Embedded Deep Learning for Sleep Staging | Jun 18, 2019 | Deep LearningSleep Staging | —Unverified | 0 |
| Autoencoder-based integrative multi-omics data embedding that allows for confounder adjustments | Jun 18, 2019 | Deep Learning | CodeCode Available | 0 |
| Using colorization as a tool for automatic makeup suggestion | Jun 18, 2019 | ColorizationDeep Learning | —Unverified | 0 |
| DISCO: Influence Maximization Meets Network Embedding and Deep Learning | Jun 18, 2019 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Denoising of MR images with Rician noise using a wider neural network and noise range division | Jun 17, 2019 | Deep LearningDenoising | CodeCode Available | 0 |
| Differentiated Backprojection Domain Deep Learning for Conebeam Artifact Removal | Jun 17, 2019 | Deep Learning | —Unverified | 0 |
| Interpretations of Deep Learning by Forests and Haar Wavelets | Jun 16, 2019 | Deep Learning | —Unverified | 0 |
| SELFIE: Refurbishing Unclean Samples for Robust Deep Learning | Jun 15, 2019 | Deep LearningImage Classification | CodeCode Available | 0 |
| High-Performance Deep Learning via a Single Building Block | Jun 15, 2019 | CPUDeep Learning | CodeCode Available | 1 |
| Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution | Jun 15, 2019 | Deep LearningImage Super-Resolution | CodeCode Available | 0 |
| A Survey on Deep Learning Architectures for Image-based Depth Reconstruction | Jun 14, 2019 | Deep LearningSurvey | —Unverified | 0 |
| Distributed Optimization for Over-Parameterized Learning | Jun 14, 2019 | Deep LearningDistributed Optimization | —Unverified | 0 |
| Wireless Networks Design in the Era of Deep Learning: Model-Based, AI-Based, or Both? | Jun 13, 2019 | Deep LearningTransfer Learning | —Unverified | 0 |
| Dense Deformation Network for High Resolution Tissue Cleared Image Registration | Jun 13, 2019 | Deep LearningImage Registration | —Unverified | 0 |
| Enforcing temporal consistency in Deep Learning segmentation of brain MR images | Jun 13, 2019 | 3D Medical Imaging Segmentation4D Spatio Temporal Semantic Segmentation | CodeCode Available | 0 |
| Deep Learning-Based Decoding of Constrained Sequence Codes | Jun 13, 2019 | Deep Learning | —Unverified | 0 |