| A comparative study of non-deep learning, deep learning, and ensemble learning methods for sunspot number prediction | Mar 11, 2022 | Deep LearningEnsemble Learning | CodeCode Available | 0 |
| Probabilistic forecasts of wind power generation in regions with complex topography using deep learning methods: An Arctic case | Mar 10, 2022 | Deep LearningPrediction Intervals | —Unverified | 0 |
| On Embeddings for Numerical Features in Tabular Deep Learning | Mar 10, 2022 | Deep Learning | CodeCode Available | 2 |
| Deep Learning-Based Perceptual Stimulus Encoder for Bionic Vision | Mar 10, 2022 | Deep Learning | —Unverified | 0 |
| neos: End-to-End-Optimised Summary Statistics for High Energy Physics | Mar 10, 2022 | Deep LearningVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Deep Learning for the Benes Filter | Mar 9, 2022 | Deep Learning | —Unverified | 0 |
| Geometric Optimisation on Manifolds with Applications to Deep Learning | Mar 9, 2022 | Deep LearningGPU | —Unverified | 0 |
| Deep learning-based reconstruction of highly accelerated 3D MRI | Mar 9, 2022 | compressed sensingDeep Learning | —Unverified | 0 |
| NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline | Mar 8, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review | Mar 7, 2022 | Anomaly DetectionAutonomous Vehicles | —Unverified | 0 |
| A deep branching solver for fully nonlinear partial differential equations | Mar 7, 2022 | Deep Learning | CodeCode Available | 0 |
| On the importance of stationarity, strong baselines and benchmarks in transport prediction problems | Mar 6, 2022 | Deep LearningSpatio-Temporal Forecasting | CodeCode Available | 0 |
| Exploration of Various Deep Learning Models for Increased Accuracy in Automatic Polyp Detection | Mar 4, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Quantum Deep Learning for Mutant COVID-19 Strain Prediction | Mar 4, 2022 | Deep Learning | —Unverified | 0 |
| A streamable large-scale clinical EEG dataset for Deep Learning | Mar 4, 2022 | Deep LearningEEG | —Unverified | 0 |
| Thermodynamics-informed graph neural networks | Mar 3, 2022 | Deep Learning | CodeCode Available | 1 |
| Predicting the temporal dynamics of turbulent channels through deep learning | Mar 2, 2022 | Deep LearningTime Series Analysis | —Unverified | 0 |
| Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation | Mar 2, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection | Mar 2, 2022 | Content-Based Image RetrievalDeep Learning | —Unverified | 0 |
| Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman Problem | Mar 2, 2022 | Combinatorial OptimizationDeep Learning | CodeCode Available | 0 |
| DeepSleep 2.0: Automated Sleep Arousal Segmentation via Deep Learning | Mar 1, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| Towards a unified view of unsupervised non-local methods for image denoising: the NL-Ridge approach | Mar 1, 2022 | Deep LearningDenoising | CodeCode Available | 0 |
| Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey | Mar 1, 2022 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee | Mar 1, 2022 | Deep Learning | —Unverified | 0 |
| Scan-specific Self-supervised Bayesian Deep Non-linear Inversion for Undersampled MRI Reconstruction | Mar 1, 2022 | Bayesian Inferencecompressed sensing | CodeCode Available | 0 |
