| TorchMD: A deep learning framework for molecular simulations | Dec 22, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| FINED: Fast Inference Network for Edge Detection | Dec 15, 2020 | Deep LearningEdge Detection | CodeCode Available | 1 |
| Molecular machine learning with conformer ensembles | Dec 15, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model | Dec 14, 2020 | Deep LearningFeature Engineering | CodeCode Available | 1 |
| Yelp Review Rating Prediction: Machine Learning and Deep Learning Models | Dec 12, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| A Comprehensive Study of Deep Video Action Recognition | Dec 11, 2020 | Action RecognitionDeep Learning | CodeCode Available | 1 |
| Annotation-efficient deep learning for automatic medical image segmentation | Dec 9, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Enhanced spatio-temporal electric load forecasts using less data with active deep learning | Dec 8, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 |
| Joint TRFI and Deep Learning for Vehicular Channel Estimation | Dec 7, 2020 | Deep Learning | CodeCode Available | 1 |
| A Survey on Deep Learning for Human Mobility | Dec 4, 2020 | Deep LearningSurvey | CodeCode Available | 1 |
| Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning | Dec 4, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| Representation Based Complexity Measures for Predicting Generalization in Deep Learning | Dec 4, 2020 | Deep Learning | CodeCode Available | 1 |
| Graph Neural Networks for Improved El Niño Forecasting | Dec 2, 2020 | Deep LearningMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Deploying deep learning in OpenFOAM with TensorFlow | Dec 1, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Practical Low-Rank Communication Compression in Decentralized Deep Learning | Dec 1, 2020 | Deep Learning | CodeCode Available | 1 |
| Deep learning approach to left ventricular non-compaction measurement | Nov 30, 2020 | CPUDeep Learning | CodeCode Available | 1 |
| Scaling Down Deep Learning with MNIST-1D | Nov 29, 2020 | CPUDeep Learning | CodeCode Available | 1 |
| Visual place recognition: A survey from deep learning perspective | Nov 28, 2020 | Deep LearningLoop Closure Detection | CodeCode Available | 1 |
| Can GAN originate new electronic dance music genres? -- Generating novel rhythm patterns using GAN with Genre Ambiguity Loss | Nov 25, 2020 | Deep LearningMusic Generation | CodeCode Available | 1 |
| Automated Quality Assessment of Hand Washing Using Deep Learning | Nov 23, 2020 | Deep Learning | CodeCode Available | 1 |
| Aerial Height Prediction and Refinement Neural Networks with Semantic and Geometric Guidance | Nov 21, 2020 | Deep LearningDenoising | CodeCode Available | 1 |
| Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems | Nov 20, 2020 | Deep Learning | CodeCode Available | 1 |
| Data-Driven Robust Optimization using Unsupervised Deep Learning | Nov 19, 2020 | ClusteringDeep Learning | CodeCode Available | 1 |
| Adaptive Channel Estimation based on Deep Learning | Nov 18, 2020 | Deep LearningIndoor Localization | CodeCode Available | 1 |
| Deep Learning Framework From Scratch Using Numpy | Nov 17, 2020 | Deep Learning | CodeCode Available | 1 |
| Improved deep learning techniques in gravitational-wave data analysis | Nov 9, 2020 | Deep Learning | CodeCode Available | 1 |
| Solving Inverse Problems With Deep Neural Networks -- Robustness Included? | Nov 9, 2020 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Real-time noise cancellation with Deep Learning | Nov 6, 2020 | Deep LearningEEG | CodeCode Available | 1 |
| Suppression of Correlated Noise with Similarity-based Unsupervised Deep Learning | Nov 6, 2020 | Computed Tomography (CT)Deep Learning | CodeCode Available | 1 |
| Direct cortical thickness estimation using deep learning‐based anatomy segmentation and cortex parcellation | Nov 5, 2020 | 3D Medical Imaging SegmentationAnatomy | CodeCode Available | 1 |
| DeepReach: A Deep Learning Approach to High-Dimensional Reachability | Nov 4, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| DeepReg: a deep learning toolkit for medical image registration | Nov 4, 2020 | Deep LearningImage Registration | CodeCode Available | 1 |
| Effective Deep Learning Models for Automatic Diacritization of Arabic Text | Nov 1, 2020 | Arabic Text DiacritizationDecoder | CodeCode Available | 1 |
| pdADMM: parallel deep learning Alternating Direction Method of Multipliers | Nov 1, 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 | Nov 1, 2020 | Deep LearningSarcasm Detection | CodeCode Available | 1 |
| DeepWay: a Deep Learning Waypoint Estimator for Global Path Generation | Oct 30, 2020 | Deep Learning | CodeCode Available | 1 |
| PIINET: A 360-degree Panoramic Image Inpainting Network Using a Cube Map | Oct 30, 2020 | Deep LearningImage Inpainting | CodeCode Available | 1 |
| Adversarial Robust Training of Deep Learning MRI Reconstruction Models | Oct 30, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| deep21: a Deep Learning Method for 21cm Foreground Removal | Oct 29, 2020 | ClusteringDeep Learning | CodeCode Available | 1 |
| Bayesian Deep Learning via Subnetwork Inference | Oct 28, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Physics-Based Deep Learning for Fiber-Optic Communication Systems | Oct 27, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Benchmarking Deep Learning Interpretability in Time Series Predictions | Oct 26, 2020 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Multi-Graph Tensor Networks | Oct 25, 2020 | Algorithmic TradingDeep Learning | CodeCode Available | 1 |
| A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data | Oct 23, 2020 | Deep LearningImputation | CodeCode Available | 1 |
| Deep Learning for Efficient Reconstruction of High-Resolution Turbulent DNS Data | Oct 21, 2020 | Deep LearningImage Super-Resolution | CodeCode Available | 1 |
| Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis | Oct 21, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram | Oct 20, 2020 | Deep LearningMulti-Label Classification | CodeCode Available | 1 |
| ivadomed: A Medical Imaging Deep Learning Toolbox | Oct 20, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| Stationary Activations for Uncertainty Calibration in Deep Learning | Oct 19, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Feature Importance Ranking for Deep Learning | Oct 18, 2020 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 |
