| Reconstruction of 3-D Atomic Distortions from Electron Microscopy with Deep Learning | Feb 19, 2019 | Deep Learning | —Unverified | 0 | 0 |
| Reconstruction of high-resolution 6x6-mm OCT angiograms using deep learning | Apr 19, 2020 | Deep LearningImage Enhancement | —Unverified | 0 | 0 |
| ReconU-Net: a direct PET image reconstruction using U-Net architecture with back projection-induced skip connection | Dec 5, 2023 | Deep LearningImage Reconstruction | —Unverified | 0 | 0 |
| Recurrent Convolutional Deep Neural Networks for Modeling Time-Resolved Wildfire Spread Behavior | Oct 28, 2022 | Deep LearningManagement | —Unverified | 0 | 0 |
| Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction with Uncertainty Estimation | May 11, 2022 | DecoderDeep Learning | —Unverified | 0 | 0 |
| Recurrent Inference Machine for Medical Image Registration | Jun 19, 2024 | Deep LearningImage Registration | —Unverified | 0 | 0 |
| Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection | Mar 13, 2018 | Anomaly DetectionDeep Learning | —Unverified | 0 | 0 |
| Recurrent Neural Networks for anomaly detection in the Post-Mortem time series of LHC superconducting magnets | Feb 2, 2017 | Anomaly DetectionDeep Learning | —Unverified | 0 | 0 |
| Recursive Sketches for Modular Deep Learning | May 29, 2019 | Deep Learning | —Unverified | 0 | 0 |
| RedSync : Reducing Synchronization Traffic for Distributed Deep Learning | Aug 13, 2018 | Deep LearningGPU | —Unverified | 0 | 0 |
| RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively | Nov 15, 2024 | Deep LearningModel Optimization | —Unverified | 0 | 0 |
| Reduced-Gate Convolutional LSTM Design Using Predictive Coding for Next-Frame Video Prediction | Sep 27, 2018 | Deep LearningPrediction | —Unverified | 0 | 0 |
| Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case | Mar 18, 2021 | Deep LearningGenerative Adversarial Network | —Unverified | 0 | 0 |
| Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment | Oct 3, 2023 | Binary ClassificationDeep Learning | —Unverified | 0 | 0 |
| Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach | May 16, 2022 | Deep LearningReferring Expression | —Unverified | 0 | 0 |
| REFINED (REpresentation of Features as Images with NEighborhood Dependencies): A novel feature representation for Convolutional Neural Networks | Dec 11, 2019 | Deep Learningfeature selection | —Unverified | 0 | 0 |
| Regional climate projections using a deep-learning-based model-ranking and downscaling framework: Application to European climate zones | Feb 27, 2025 | Deep Learning | —Unverified | 0 | 0 |
| Regional Correlation Aided Mobile Traffic Prediction with Spatiotemporal Deep Learning | Dec 11, 2023 | Deep LearningManagement | —Unverified | 0 | 0 |
| Regression with Deep Learning for Sensor Performance Optimization | Feb 22, 2020 | Deep Learningregression | —Unverified | 0 | 0 |
| Regularization for Deep Learning: A Taxonomy | Oct 29, 2017 | Deep Learning | —Unverified | 0 | 0 |
| Regularization of Inverse Problems by Neural Networks | Jun 6, 2020 | Deep Learning | —Unverified | 0 | 0 |
| Regularized Graph Convolutional Networks for Short Text Classification | Dec 1, 2020 | ClassificationDeep Learning | —Unverified | 0 | 0 |
| Re-identification from histopathology images | Mar 19, 2024 | Deep Learning | —Unverified | 0 | 0 |
| Reimagining Application User Interface (UI) Design using Deep Learning Methods: Challenges and Opportunities | Mar 23, 2023 | Deep Learning | —Unverified | 0 | 0 |
| Reimagining Speech: A Scoping Review of Deep Learning-Powered Voice Conversion | Nov 14, 2023 | Deep LearningDiversity | —Unverified | 0 | 0 |