| Building Robust Industrial Applicable Object Detection Models Using Transfer Learning and Single Pass Deep Learning Architectures | Jul 9, 2020 | Deep Learningobject-detection | —Unverified | 0 |
| Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization | Jul 9, 2020 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Turning Software Engineers into Machine Learning Engineers | Jul 8, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Evaluation of Adversarial Training on Different Types of Neural Networks in Deep Learning-based IDSs | Jul 8, 2020 | Adversarial AttackDeep Learning | —Unverified | 0 |
| URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks | Jul 8, 2020 | Bayesian InferenceBenchmarking | CodeCode Available | 1 |
| Distributed Training of Deep Learning Models: A Taxonomic Perspective | Jul 8, 2020 | Deep LearningGPU | —Unverified | 0 |
| Attacking Split Manufacturing from a Deep Learning Perspective | Jul 8, 2020 | Deep Learning | —Unverified | 0 |
| Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads | Jul 8, 2020 | Deep LearningEfficient Exploration | —Unverified | 0 |
| Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands | Jul 8, 2020 | Deep LearningEvent Detection | —Unverified | 0 |
| Human Trajectory Forecasting in Crowds: A Deep Learning Perspective | Jul 7, 2020 | Deep LearningTrajectory Forecasting | CodeCode Available | 1 |
| Deep Learning for Apple Diseases: Classification and Identification | Jul 6, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| X-ray Photon-Counting Data Correction through Deep Learning | Jul 6, 2020 | Deep LearningMetal Artifact Reduction | —Unverified | 0 |
| Deep Learning for Anomaly Detection: A Review | Jul 6, 2020 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Deep Learning based Dimple Segmentation for Quantitative Fractography | Jul 5, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| An Automated and Robust Image Watermarking Scheme Based on Deep Neural Networks | Jul 5, 2020 | Deep Learning | —Unverified | 0 |
| CardioLearn: A Cloud Deep Learning Service for Cardiac Disease Detection from Electrocardiogram | Jul 4, 2020 | Deep Learning | CodeCode Available | 0 |
| Training of Deep Learning Neuro-Skin Neural Network | Jul 3, 2020 | Deep Learning | —Unverified | 0 |
| Deep learning of thermodynamics-aware reduced-order models from data | Jul 3, 2020 | Deep Learning | CodeCode Available | 1 |
| Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers | Jul 3, 2020 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Dalek -- a deep-learning emulator for TARDIS | Jul 3, 2020 | CPUDeep Learning | —Unverified | 0 |
| Towards Robust Deep Learning with Ensemble Networks and Noisy Layers | Jul 3, 2020 | Deep Learningimage-classification | —Unverified | 0 |
| Deep learning for scene recognition from visual data: a survey | Jul 3, 2020 | Deep LearningModel Selection | —Unverified | 0 |
| Epileptic Seizures Detection Using Deep Learning Techniques: A Review | Jul 2, 2020 | Cloud ComputingDeep Learning | —Unverified | 0 |
| Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey | Jul 2, 2020 | CPUDeep Learning | —Unverified | 0 |
| Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning | Jul 2, 2020 | Deep LearningImage Segmentation | —Unverified | 0 |
| Hybrid deep learning architecture for general disruption prediction across tokamaks | Jul 2, 2020 | ClusteringDeep Learning | —Unverified | 0 |
| Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment | Jul 2, 2020 | Adversarial AttackAutonomous Driving | —Unverified | 0 |
| Spectral-Spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification | Jul 2, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Deep Learning Methods for Universal MISO Beamforming | Jul 2, 2020 | Deep Learning | —Unverified | 0 |
| Addressing the interpretability problem for deep learning using many valued quantum logic | Jul 2, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Deep Learning Models for Visual Inspection on Automotive Assembling Line | Jul 2, 2020 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Torch-Struct: Deep Structured Prediction Library | Jul 1, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
| Deep learning-based holographic polarization microscopy | Jul 1, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| PrototypeML: A Neural Network Integrated Design and Development Environment | Jul 1, 2020 | Deep Learning | —Unverified | 0 |
| Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey | Jul 1, 2020 | Adversarial RobustnessBIG-bench Machine Learning | —Unverified | 0 |
| A Novel RL-assisted Deep Learning Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs | Jul 1, 2020 | Deep LearningEEG | —Unverified | 0 |
| Drug discovery with explainable artificial intelligence | Jul 1, 2020 | Deep LearningDrug Discovery | —Unverified | 0 |
| Enhancing Least Square Channel Estimation Using Deep Learning | Jun 30, 2020 | Deep Learning | CodeCode Available | 1 |
| Deep Learning Based Load Balancing for improved QoS towards 6G | Jun 30, 2020 | Deep Learning | —Unverified | 0 |
| A Chain Graph Interpretation of Real-World Neural Networks | Jun 30, 2020 | Deep Learning | CodeCode Available | 0 |
| Actionable Attribution Maps for Scientific Machine Learning | Jun 30, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Deep Learning for Vision-based Prediction: A Survey | Jun 30, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming | Jun 30, 2020 | Deep Learning | CodeCode Available | 1 |
| Medical Imaging with Deep Learning: MIDL 2020 -- Short Paper Track | Jun 29, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Material Recognition for Automated Progress Monitoring using Deep Learning Methods | Jun 29, 2020 | Deep LearningMaterial Classification | —Unverified | 0 |
| Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification | Jun 29, 2020 | Active LearningClassification | —Unverified | 0 |
| Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks | Jun 29, 2020 | Deep LearningImage Registration | CodeCode Available | 1 |
| A Two-step Surface-based 3D Deep Learning Pipeline for Segmentation of Intracranial Aneurysms | Jun 29, 2020 | Deep LearningMedical Diagnosis | —Unverified | 0 |
| Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization | Jun 29, 2020 | Deep LearningImage Classification | CodeCode Available | 1 |
| Compressive MR Fingerprinting reconstruction with Neural Proximal Gradient iterations | Jun 27, 2020 | De-aliasingDeep Learning | CodeCode Available | 1 |