| An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow | Mar 30, 2020 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| RPM-Net: Robust Point Matching using Learned Features | Mar 30, 2020 | Deep LearningPoint Cloud Registration | CodeCode Available | 1 |
| Deep Learning-based Detection for COVID-19 from Chest CT using Weak Label | Mar 26, 2020 | COVID-19 DiagnosisDeep Learning | CodeCode Available | 1 |
| Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers | Mar 25, 2020 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 |
| Label Noise Types and Their Effects on Deep Learning | Mar 23, 2020 | Deep Learning | CodeCode Available | 1 |
| ProGraML: Graph-based Deep Learning for Program Optimization and Analysis | Mar 23, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation | Mar 20, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| TF-Coder: Program Synthesis for Tensor Manipulations | Mar 19, 2020 | Deep LearningEnumerative Search | CodeCode Available | 1 |
| Overview of the TREC 2019 deep learning track | Mar 17, 2020 | Deep LearningPassage Retrieval | CodeCode Available | 1 |
| Getting to 99% Accuracy in Interactive Segmentation | Mar 17, 2020 | Deep LearningInteractive Segmentation | CodeCode Available | 1 |
| Learnergy: Energy-based Machine Learners | Mar 16, 2020 | Deep Learning | CodeCode Available | 1 |
| AIDeveloper: deep learning image classification in life science and beyond | Mar 5, 2020 | Blood Cell CountClassification | CodeCode Available | 1 |
| Single-exposure absorption imaging of ultracold atoms using deep learning | Mar 3, 2020 | Deep LearningImage Denoising | CodeCode Available | 1 |
| Deep Learning Approach to Diabetic Retinopathy Detection | Mar 3, 2020 | Deep LearningDiabetic Retinopathy Detection | CodeCode Available | 1 |
| IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning | Mar 2, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Natural Language Processing Advancements By Deep Learning: A Survey | Mar 2, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 |
| Overfitting in adversarially robust deep learning | Feb 26, 2020 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Wireless Fingerprinting via Deep Learning: The Impact of Confounding Factors | Feb 25, 2020 | Deep Learning | CodeCode Available | 1 |
| Physics-informed deep learning for incompressible laminar flows | Feb 24, 2020 | Deep Learning | CodeCode Available | 1 |
| DeepSign: Deep On-Line Signature Verification | Feb 24, 2020 | Deep LearningDynamic Time Warping | CodeCode Available | 1 |
| Bayesian Deep Learning and a Probabilistic Perspective of Generalization | Feb 20, 2020 | Deep LearningGaussian Processes | CodeCode Available | 1 |
| A Survey of Deep Learning Techniques for Neural Machine Translation | Feb 18, 2020 | Deep LearningMachine Translation | CodeCode Available | 1 |
| Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics | Feb 17, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Adversarial Distributional Training for Robust Deep Learning | Feb 14, 2020 | Deep Learning | CodeCode Available | 1 |
| Harvesting Ambient RF for Presence Detection Through Deep Learning | Feb 13, 2020 | Action DetectionActivity Detection | CodeCode Available | 1 |
| BionoiNet: ligand-binding site classification with off-the-shelf deep neural network | Feb 13, 2020 | Deep Learningimage-classification | CodeCode Available | 1 |
| Replacing Mobile Camera ISP with a Single Deep Learning Model | Feb 13, 2020 | Deep LearningDemosaicking | CodeCode Available | 1 |
| ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation | Feb 13, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| Scalable and Practical Natural Gradient for Large-Scale Deep Learning | Feb 13, 2020 | Deep Learningimage-classification | CodeCode Available | 1 |
| DeepSurf: A surface-based deep learning approach for the prediction of ligand binding sites on proteins | Feb 13, 2020 | Deep Learning | CodeCode Available | 1 |
| Shortest path distance approximation using deep learning techniques | Feb 12, 2020 | Deep Learning | CodeCode Available | 1 |
| Fast Generation of High Fidelity RGB-D Images by Deep-Learning with Adaptive Convolution | Feb 12, 2020 | DecoderDeep Learning | CodeCode Available | 1 |
| ForecastNet: A Time-Variant Deep Feed-Forward Neural Network Architecture for Multi-Step-Ahead Time-Series Forecasting | Feb 11, 2020 | Deep LearningTime Series | CodeCode Available | 1 |
| The Deep Learning Compiler: A Comprehensive Survey | Feb 6, 2020 | Deep LearningSurvey | CodeCode Available | 1 |
| Stan: Small tumor-aware network for breast ultrasound image segmentation | Feb 3, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus | Jan 31, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning | Jan 25, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction | Jan 20, 2020 | Deep LearningRelation | CodeCode Available | 1 |
| Image Segmentation Using Deep Learning: A Survey | Jan 15, 2020 | DecoderDeep Learning | CodeCode Available | 1 |
| Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks | Jan 14, 2020 | Deep LearningHippocampus | CodeCode Available | 1 |
| Deep Learning for Person Re-identification: A Survey and Outlook | Jan 13, 2020 | Cross-Modal Person Re-IdentificationDeep Learning | CodeCode Available | 1 |
| A context based deep learning approach for unbalanced medical image segmentation | Jan 8, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning | Jan 6, 2020 | Deep Learning | CodeCode Available | 1 |
| Deep learning reveals hidden interactions in complex systems | Jan 3, 2020 | Deep LearningGraph Attention | CodeCode Available | 1 |
| A Freeform Dielectric Metasurface Modeling Approach Based on Deep Neural Networks | Jan 1, 2020 | Deep Learning | CodeCode Available | 1 |
| A Gentle Introduction to Deep Learning for Graphs | Dec 29, 2019 | Deep LearningGraph Representation Learning | CodeCode Available | 1 |
| Deep Learning for 3D Point Clouds: A Survey | Dec 27, 2019 | 3D Object Detection3D Shape Classification | CodeCode Available | 1 |
| Split Learning for collaborative deep learning in healthcare | Dec 27, 2019 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Pricing and hedging American-style options with deep learning | Dec 23, 2019 | Deep Learning | CodeCode Available | 1 |