| Differentially Private Synthetic Medical Data Generation using Convolutional GANs | Dec 22, 2020 | Deep Learningimage-classification | CodeCode Available | 1 |
| Molecular machine learning with conformer ensembles | Dec 15, 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 |
| 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 |
| Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning | Dec 4, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| A Survey on Deep Learning for Human Mobility | Dec 4, 2020 | Deep LearningSurvey | 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 |
