| PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows | Mar 11, 2022 | Deep LearningDenoising | CodeCode Available | 1 |
| 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 |
| neos: End-to-End-Optimised Summary Statistics for High Energy Physics | Mar 10, 2022 | Deep LearningVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Deep Learning-Based Perceptual Stimulus Encoder for Bionic Vision | Mar 10, 2022 | Deep Learning | —Unverified | 0 |
| On Embeddings for Numerical Features in Tabular Deep Learning | Mar 10, 2022 | Deep Learning | CodeCode Available | 2 |
| Deep Learning for the Benes Filter | Mar 9, 2022 | Deep Learning | —Unverified | 0 |
| Deep learning-based reconstruction of highly accelerated 3D MRI | Mar 9, 2022 | compressed sensingDeep Learning | —Unverified | 0 |
| Geometric Optimisation on Manifolds with Applications to Deep Learning | Mar 9, 2022 | Deep LearningGPU | —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 |
| A Neural Ordinary Differential Equation Model for Visualizing Deep Neural Network Behaviors in Multi-Parametric MRI based Glioma Segmentation | Mar 1, 2022 | Deep LearningSegmentation | —Unverified | 0 |
| Scan-specific Self-supervised Bayesian Deep Non-linear Inversion for Undersampled MRI Reconstruction | Mar 1, 2022 | Bayesian Inferencecompressed sensing | CodeCode Available | 0 |
| Dual Embodied-Symbolic Concept Representations for Deep Learning | Mar 1, 2022 | class-incremental learningClass Incremental 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 |
| Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey | Mar 1, 2022 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Towards deep learning-powered IVF: A large public benchmark for morphokinetic parameter prediction | Mar 1, 2022 | Deep LearningParameter Prediction | —Unverified | 0 |
| Adversarial samples for deep monocular 6D object pose estimation | Mar 1, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 0 |
| Developing a Chatbot system using Deep Learning based for Universities consultancy | Feb 28, 2022 | ChatbotDeep Learning | CodeCode Available | 0 |
| ReCasNet: Improving consistency within the two-stage mitosis detection framework | Feb 28, 2022 | Cell DetectionDeep Learning | CodeCode Available | 0 |
| Limitations of Deep Learning for Inverse Problems on Digital Hardware | Feb 28, 2022 | Deep Learning | —Unverified | 0 |
| Pattern Based Multivariable Regression using Deep Learning (PBMR-DP) | Feb 28, 2022 | Deep Learningregression | —Unverified | 0 |
| Evaluating High-Order Predictive Distributions in Deep Learning | Feb 28, 2022 | Deep Learningregression | CodeCode Available | 1 |
| Deep learning enhanced Rydberg multifrequency microwave recognition | Feb 28, 2022 | Deep Learning | —Unverified | 0 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Multi-image Super-resolution via Quality Map Associated Attention Network | Feb 26, 2022 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| Identifying charge density and dielectric environment of graphene using Raman spectroscopy and deep learning | Feb 25, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Statistics and Deep Learning-based Hybrid Model for Interpretable Anomaly Detection | Feb 25, 2022 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Bayesian Deep Learning for Graphs | Feb 24, 2022 | Deep LearningGraph Classification | —Unverified | 0 |
| The rise of the lottery heroes: why zero-shot pruning is hard | Feb 24, 2022 | Deep Learning | —Unverified | 0 |
| Exploring the Unfairness of DP-SGD Across Settings | Feb 24, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| Attention Enables Zero Approximation Error | Feb 24, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| A Bayesian Deep Learning Approach to Near-Term Climate Prediction | Feb 23, 2022 | Deep LearningPrediction | —Unverified | 0 |
| Deep Learning Reproducibility and Explainable AI (XAI) | Feb 23, 2022 | Deep LearningExplainable artificial intelligence | —Unverified | 0 |
| Using Bayesian Deep Learning to infer Planet Mass from Gaps in Protoplanetary Disks | Feb 23, 2022 | Deep Learning | —Unverified | 0 |
| A Method for Waste Segregation using Convolutional Neural Networks | Feb 23, 2022 | Deep LearningManagement | —Unverified | 0 |
| Multi-scale Sparse Representation-Based Shadow Inpainting for Retinal OCT Images | Feb 23, 2022 | Deep LearningImage Inpainting | —Unverified | 0 |
| An Object Aware Hybrid U-Net for Breast Tumour Annotation | Feb 22, 2022 | Deep LearningInstance Segmentation | —Unverified | 0 |
| Does prior knowledge in the form of multiple low-dose PET images (at different dose levels) improve standard-dose PET prediction? | Feb 22, 2022 | Deep LearningDenoising | —Unverified | 0 |