| Towards Structured Prediction in Bioinformatics with Deep Learning | Aug 25, 2020 | Deep LearningPrediction | —Unverified | 0 |
| New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design | Aug 25, 2020 | Deep LearningFederated Learning | —Unverified | 0 |
| Bosch Deep Learning Hardware Benchmark | Aug 24, 2020 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Probabilistic Deep Learning for Instance Segmentation | Aug 24, 2020 | Active LearningDeep Learning | —Unverified | 0 |
| DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction | Aug 22, 2020 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers | Aug 22, 2020 | Deep LearningNumerical Integration | CodeCode Available | 1 |
| Multiple Classification with Split Learning | Aug 22, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Generating synthetic photogrammetric data for training deep learning based 3D point cloud segmentation models | Aug 21, 2020 | Deep LearningPoint Cloud Segmentation | —Unverified | 0 |
| Perceptual underwater image enhancement with deep learning and physical priors | Aug 21, 2020 | Deep LearningImage Enhancement | —Unverified | 0 |
| An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation | Aug 21, 2020 | Deep LearningSpeech Enhancement | CodeCode Available | 1 |
| CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application | Aug 21, 2020 | Acoustic Scene ClassificationData Augmentation | CodeCode Available | 1 |
| A Systematic Assessment of Deep Learning Models for Molecule Generation | Aug 20, 2020 | Deep LearningDrug Discovery | CodeCode Available | 0 |
| asya: Mindful verbal communication using deep learning | Aug 20, 2020 | Deep Learningspeaker-diarization | —Unverified | 0 |
| Generative chemistry: drug discovery with deep learning generative models | Aug 20, 2020 | Deep LearningDrug Discovery | —Unverified | 0 |
| Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images | Aug 19, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning | Aug 18, 2020 | 3D ReconstructionDeep Learning | CodeCode Available | 1 |
| Closed-Loop Design of Proton Donors for Lithium-Mediated Ammonia Synthesis with Interpretable Models and Molecular Machine Learning | Aug 18, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| A Survey on Reinforcement Learning for Combinatorial Optimization | Aug 17, 2020 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| A Smartphone-based System for Real-time Early Childhood Caries Diagnosis | Aug 17, 2020 | Deep Learning | —Unverified | 0 |
| Deep Learning Based Source Separation Applied To Choir Ensembles | Aug 17, 2020 | Deep Learning | —Unverified | 0 |
| Learning Graph Edit Distance by Graph Neural Networks | Aug 17, 2020 | Deep LearningGraph Similarity | —Unverified | 0 |
| Siloed Federated Learning for Multi-Centric Histopathology Datasets | Aug 17, 2020 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Deep Learning Based Open Set Acoustic Scene Classification | Aug 17, 2020 | Acoustic Scene ClassificationClassification | —Unverified | 0 |
| A Survey of Deep Learning for Data Caching in Edge Network | Aug 17, 2020 | Deep Learning | —Unverified | 0 |
| KutralNet: A Portable Deep Learning Model for Fire Recognition | Aug 16, 2020 | Deep Learning | CodeCode Available | 1 |
| Deep Learning Predicts Cardiovascular Disease Risks from Lung Cancer Screening Low Dose Computed Tomography | Aug 16, 2020 | Deep Learning | CodeCode Available | 1 |
| Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training | Aug 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Black Magic in Deep Learning: How Human Skill Impacts Network Training | Aug 13, 2020 | Deep LearningHyperparameter Optimization | CodeCode Available | 0 |
| Deep Learning to Quantify Pulmonary Edema in Chest Radiographs | Aug 13, 2020 | Deep Learning | CodeCode Available | 0 |
| An Overview of Deep Learning Architectures in Few-Shot Learning Domain | Aug 12, 2020 | Deep LearningFew-Shot Learning | CodeCode Available | 1 |
| Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network | Aug 12, 2020 | compressed sensingDeep Learning | —Unverified | 0 |
| Compression of Deep Learning Models for Text: A Survey | Aug 12, 2020 | Deep LearningInformation Retrieval | —Unverified | 0 |
| Predicting Risk of Developing Diabetic Retinopathy using Deep Learning | Aug 10, 2020 | Deep LearningMulti-Task Learning | —Unverified | 0 |
| Measures of Complexity for Large Scale Image Datasets | Aug 10, 2020 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework | Aug 10, 2020 | Deep LearningImage Registration | —Unverified | 0 |
| Deep learning for photoacoustic imaging: a survey | Aug 10, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Model Generalization in Deep Learning Applications for Land Cover Mapping | Aug 9, 2020 | ClusteringDeep Learning | CodeCode Available | 1 |
| A Deep Learning Approach for COVID-19 Trend Prediction | Aug 9, 2020 | Deep LearningTime Series | —Unverified | 0 |
| A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) | Aug 9, 2020 | COVID-19 DiagnosisDeep Learning | —Unverified | 0 |
| Deep MOS Predictor for Synthetic Speech Using Cluster-Based Modeling | Aug 9, 2020 | Deep LearningSpeech Synthesis | —Unverified | 0 |
| Global Optimum Search in Quantum Deep Learning | Aug 9, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Unravelling Small Sample Size Problems in the Deep Learning World | Aug 8, 2020 | Deep Learning | —Unverified | 0 |
| Automated Claustrum Segmentation in Human Brain MRI Using Deep Learning | Aug 8, 2020 | Deep LearningSegmentation | CodeCode Available | 0 |
| Why to "grow" and "harvest" deep learning models? | Aug 8, 2020 | Deep Learning | —Unverified | 0 |
| Deep Learning Based Dereverberation of Temporal Envelopesfor Robust Speech Recognition | Aug 7, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Complete parameter inference for GW150914 using deep learning | Aug 7, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Gait Recognition using FMCW Radar and Temporal Convolutional Deep Neural Networks | Aug 6, 2020 | Anomaly Detection In Surveillance VideosDeep Learning | —Unverified | 0 |
| Large-time asymptotics in deep learning | Aug 6, 2020 | Deep Learning | CodeCode Available | 1 |
| Fatigue Assessment using ECG and Actigraphy Sensors | Aug 6, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Diagnosis of Autism in Children using Facial Analysis and Deep Learning | Aug 6, 2020 | Deep LearningGeneral Classification | —Unverified | 0 |