| No Spurious Local Minima: on the Optimization Landscapes of Wide and Deep Neural Networks | Sep 28, 2020 | Deep Learning | —Unverified | 0 |
| Medical Image Segmentation Using Deep Learning: A Survey | Sep 28, 2020 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Orthrus: A Bimodal Learning Architecture for Malware Classification | Sep 28, 2020 | ClassificationDeep Learning | CodeCode Available | 0 |
| Deep Learning-based Symbolic Indoor Positioning using the Serving eNodeB | Sep 28, 2020 | Deep LearningDenoising | —Unverified | 0 |
| Expressive yet Tractable Bayesian Deep Learning via Subnetwork Inference | Sep 28, 2020 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| ECGDetect: Detecting Ischemia via Deep Learning | Sep 28, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Quantitative and Qualitative Evaluation of Explainable Deep Learning Methods for Ophthalmic Diagnosis | Sep 26, 2020 | Deep Learning | —Unverified | 0 |
| Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach | Sep 26, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries | Sep 25, 2020 | ChatbotDeep Learning | CodeCode Available | 0 |
| Deep Learning based Covert Attack Identification for Industrial Control Systems | Sep 25, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Cloud Cover Nowcasting with Deep Learning | Sep 24, 2020 | Deep LearningImage Segmentation | —Unverified | 0 |
| PK-GCN: Prior Knowledge Assisted Image Classification using Graph Convolution Networks | Sep 24, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads | Sep 23, 2020 | Code GenerationCPU | —Unverified | 0 |
| Compressive spectral image classification using 3D coded convolutional neural network | Sep 23, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Estimation error analysis of deep learning on the regression problem on the variable exponent Besov space | Sep 23, 2020 | Deep Learningspeech-recognition | —Unverified | 0 |
| Applying the Roofline model for Deep Learning performance optimizations | Sep 23, 2020 | Deep Learning | —Unverified | 0 |
| A Deep Learning Approach for Dynamic Balance Sheet Stress Testing | Sep 23, 2020 | Deep LearningManagement | —Unverified | 0 |
| Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging | Sep 23, 2020 | Deep LearningSegmentation | —Unverified | 0 |
| Complex Vehicle Routing with Memory Augmented Neural Networks | Sep 22, 2020 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| A Deep Hybrid Model for Recommendation Systems | Sep 21, 2020 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration | Sep 21, 2020 | Deep LearningImage Registration | CodeCode Available | 0 |
| Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images | Sep 21, 2020 | Computed Tomography (CT)Data Augmentation | —Unverified | 0 |
| VirtualFlow: Decoupling Deep Learning Models from the Underlying Hardware | Sep 20, 2020 | Deep Learning | —Unverified | 0 |
| Stochastic Gradient Langevin Dynamics Algorithms with Adaptive Drifts | Sep 20, 2020 | Deep Learning | —Unverified | 0 |
| Transient Classification in low SNR Gravitational Wave data using Deep Learning | Sep 20, 2020 | AstronomyDeep Learning | —Unverified | 0 |
| TorchDyn: A Neural Differential Equations Library | Sep 20, 2020 | Deep LearningDensity Estimation | —Unverified | 0 |
| UniNet: Next Term Course Recommendation using Deep Learning | Sep 20, 2020 | Collaborative FilteringDeep Learning | CodeCode Available | 0 |
| QR and LQ Decomposition Matrix Backpropagation Algorithms for Square, Wide, and Deep -- Real or Complex -- Matrices and Their Software Implementation | Sep 19, 2020 | Deep LearningGraph Learning | CodeCode Available | 0 |
| TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling | Sep 18, 2020 | Deep LearningMetric Learning | —Unverified | 0 |
| Deep Learning & Software Engineering: State of Research and Future Directions | Sep 17, 2020 | Deep Learning | CodeCode Available | 0 |
| Review: Deep Learning in Electron Microscopy | Sep 17, 2020 | Deep Learning | —Unverified | 0 |
| Automatic deep learning for trend prediction in time series data | Sep 17, 2020 | AutoMLDeep Learning | —Unverified | 0 |
| MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework | Sep 16, 2020 | Deep LearningEdge-computing | —Unverified | 0 |
| Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text | Sep 16, 2020 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Adversarial Attacks on Co-Occurrence Features for GAN Detection | Sep 16, 2020 | Deep Learning | —Unverified | 0 |
| Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches | Sep 16, 2020 | Code GenerationDeep Learning | CodeCode Available | 0 |
| CorDEL: A Contrastive Deep Learning Approach for Entity Linkage | Sep 15, 2020 | Deep LearningEntity Resolution | —Unverified | 0 |
| Second-order Neural Network Training Using Complex-step Directional Derivative | Sep 15, 2020 | Deep LearningSecond-order methods | —Unverified | 0 |
| VC-Net: Deep Volume-Composition Networks for Segmentation and Visualization of Highly Sparse and Noisy Image Data | Sep 14, 2020 | Deep Learning | —Unverified | 0 |
| Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework | Sep 14, 2020 | Deep LearningDisease Prediction | —Unverified | 0 |
| Risk Bounds for Robust Deep Learning | Sep 14, 2020 | Deep Learning | —Unverified | 0 |
| Robust Deep Learning Ensemble against Deception | Sep 14, 2020 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| Interpretation of smartphone-captured radiographs utilizing a deep learning-based approach | Sep 13, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Transfer learning with class-weighted and focal loss function for automatic skin cancer classification | Sep 13, 2020 | Cancer ClassificationDeep Learning | —Unverified | 0 |
| A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning | Sep 13, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Deep Detection for Face Manipulation | Sep 13, 2020 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Deep learning denoising for EOG artifacts removal from EEG signals | Sep 12, 2020 | Deep LearningDenoising | —Unverified | 0 |
| Monitoring Spatial Sustainable Development: semi-automated analysis of Satellite and Aerial Images for Energy Transition and Sustainability Indicators | Sep 12, 2020 | Deep Learningobject-detection | CodeCode Available | 0 |
| Deep Learning Interference Cancellation in Wireless Networks | Sep 11, 2020 | Deep LearningReinforcement Learning (RL) | —Unverified | 0 |
| Hierarchical Roofline Performance Analysis for Deep Learning Applications | Sep 11, 2020 | Deep LearningGPU | CodeCode Available | 0 |