| The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers | Oct 16, 2020 | Deep Learningimage-classification | CodeCode Available | 1 |
| CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging | Oct 15, 2020 | DecoderDeep Learning | CodeCode Available | 1 |
| Revisiting BFloat16 Training | Oct 13, 2020 | Deep Learning | CodeCode Available | 1 |
| pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis | Oct 7, 2020 | Deep LearningMedical Image Analysis | CodeCode Available | 1 |
| Towards a Scalable and Distributed Infrastructure for Deep Learning Applications | Oct 6, 2020 | Deep Learning | CodeCode Available | 1 |
| "Did you really mean what you said?" : Sarcasm Detection in Hindi-English Code-Mixed Data using Bilingual Word Embeddings | Oct 1, 2020 | Deep LearningSarcasm Detection | CodeCode Available | 1 |
| MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding | Oct 1, 2020 | Deep Learningimage-classification | CodeCode Available | 1 |
| DeezyMatch: A Flexible Deep Learning Approach to Fuzzy String Matching | Oct 1, 2020 | Deep LearningTransfer Learning | CodeCode Available | 1 |
| Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection | Sep 29, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| TorchRadon: Fast Differentiable Routines for Computed Tomography | Sep 29, 2020 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| High-throughput molecular imaging via deep learning enabled Raman spectroscopy | Sep 28, 2020 | Deep LearningDenoising | CodeCode Available | 1 |
| Artificial Intelligence in Surgery: Neural Networks and Deep Learning | Sep 28, 2020 | Deep LearningSelf-Driving Cars | CodeCode Available | 1 |
| Deep Learning of Individual Aesthetics | Sep 24, 2020 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoising | Sep 24, 2020 | Deep LearningDenoising | CodeCode Available | 1 |
| Deep Learning for Predictive Business Process Monitoring: Review and Benchmark | Sep 24, 2020 | Deep LearningSystematic Literature Review | CodeCode Available | 1 |
| Adversarial Examples in Deep Learning for Multivariate Time Series Regression | Sep 24, 2020 | Adversarial AttackDeep Learning | CodeCode Available | 1 |
| A Variational Auto-Encoder for Reservoir Monitoring | Sep 23, 2020 | Deep Learning | CodeCode Available | 1 |
| ANNdotNET -- deep learning tool on .NET Platform | Sep 23, 2020 | Deep LearningDescriptive | CodeCode Available | 1 |
| Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks | Sep 23, 2020 | Deep AttentionDeep Learning | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| A Deep Learning Based Analysis-Synthesis Framework For Unison Singing | Sep 21, 2020 | Deep Learning | CodeCode Available | 1 |
| Crafting Adversarial Examples for Deep Learning Based Prognostics (Extended Version) | Sep 21, 2020 | Deep LearningManagement | CodeCode Available | 1 |
| Interpretable Recommender System With Heterogeneous Information: A Geometric Deep Learning Perspective | Sep 20, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Deep Learning for 3D Point Cloud Understanding: A Survey | Sep 18, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| A Deep Learning Approach to Geographical Candidate Selection through Toponym Matching | Sep 17, 2020 | Deep LearningEntity Resolution | CodeCode Available | 1 |
| Deep Learning in Photoacoustic Tomography: Current approaches and future directions | Sep 16, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| A Mobile App for Wound Localization using Deep Learning | Sep 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development | Sep 15, 2020 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes | Sep 15, 2020 | Deep LearningDescriptive | CodeCode Available | 1 |
| Advanced Graph-Based Deep Learning for Probabilistic Type Inference | Sep 13, 2020 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Automatic detection of microsleep episodes with deep learning | Sep 7, 2020 | Deep LearningEEG | CodeCode Available | 1 |
| A Hybrid Deep Learning Model for Arabic Text Recognition | Sep 4, 2020 | Deep LearningIrregular Text Recognition | CodeCode Available | 1 |
| When Deep Learning Meets Digital Image Correlation | Sep 2, 2020 | Deep LearningOptical Flow Estimation | CodeCode Available | 1 |
| A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives | Sep 1, 2020 | Deep Learning | CodeCode Available | 1 |
| DeepCGH: 3D computer-generated holography using deep learning | Aug 31, 2020 | Deep Learning | CodeCode Available | 1 |
| Unsupervised MRI Reconstruction with Generative Adversarial Networks | Aug 29, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| AKHCRNet: Bengali Handwritten Character Recognition Using Deep Learning | Aug 29, 2020 | Deep LearningEnsemble Learning | CodeCode Available | 1 |
| Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra | Aug 27, 2020 | ArticlesDeep Learning | CodeCode Available | 1 |
| Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning | Aug 27, 2020 | Deep LearningFairness | CodeCode Available | 1 |
| Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers | Aug 22, 2020 | Deep LearningNumerical Integration | CodeCode Available | 1 |
| CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application | Aug 21, 2020 | Acoustic Scene ClassificationData Augmentation | CodeCode Available | 1 |
| An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation | Aug 21, 2020 | Deep LearningSpeech Enhancement | CodeCode Available | 1 |
| BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning | Aug 18, 2020 | 3D ReconstructionDeep Learning | CodeCode Available | 1 |
| 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 |
| An Overview of Deep Learning Architectures in Few-Shot Learning Domain | Aug 12, 2020 | Deep LearningFew-Shot Learning | CodeCode Available | 1 |
| 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 |
| Complete parameter inference for GW150914 using deep learning | Aug 7, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
