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| Deep Learning of Radiative Atmospheric Transfer with an Autoencoder | Jul 21, 2022 | Deep LearningDenoising | CodeCode Available | 0 |
| Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound | Jul 21, 2022 | Deep LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Pediatric Bone Age Assessment using Deep Learning Models | Jul 20, 2022 | Deep Learning | —Unverified | 0 |
| Using Conservation Laws to Infer Deep Learning Model Accuracy of Richtmyer-meshkov Instabilities | Jul 19, 2022 | Deep Learning | —Unverified | 0 |
| Segmentation of 3D Dental Images Using Deep Learning | Jul 19, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| Controllable Data Generation by Deep Learning: A Review | Jul 19, 2022 | Deep LearningSpeech Synthesis | —Unverified | 0 |
| Is Integer Arithmetic Enough for Deep Learning Training? | Jul 18, 2022 | Deep Learningobject-detection | —Unverified | 0 |
| Achieve Optimal Adversarial Accuracy for Adversarial Deep Learning using Stackelberg Game | Jul 17, 2022 | Deep Learning | —Unverified | 0 |
| Distance-Geometric Graph Attention Network (DG-GAT) for 3D Molecular Geometry | Jul 16, 2022 | Deep LearningGraph Attention | —Unverified | 0 |
| Classification of Bark Beetle-Induced Forest Tree Mortality using Deep Learning | Jul 15, 2022 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| LineCap: Line Charts for Data Visualization Captioning Models | Jul 15, 2022 | Data VisualizationDeep Learning | CodeCode Available | 0 |
| Deep Learning Methods for Protein Family Classification on PDB Sequencing Data | Jul 14, 2022 | Deep Learning | —Unverified | 0 |
| Identifying Orientation-specific Lipid-protein Fingerprints using Deep Learning | Jul 14, 2022 | Deep Learning | —Unverified | 0 |
| Single-Pixel Image Reconstruction Based on Block Compressive Sensing and Deep Learning | Jul 14, 2022 | Compressive SensingDeep Learning | —Unverified | 0 |
| Towards understanding how momentum improves generalization in deep learning | Jul 13, 2022 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos | Jul 13, 2022 | Change DetectionDeep Learning | —Unverified | 0 |
| Goal-Oriented Sensitivity Analysis of Hyperparameters in Deep Learning | Jul 13, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Deep Learning Discovery of Demographic Biomarkers in Echocardiography | Jul 13, 2022 | Deep Learning | —Unverified | 0 |
| Efficient Augmentation for Imbalanced Deep Learning | Jul 13, 2022 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| The Free Energy Principle for Perception and Action: A Deep Learning Perspective | Jul 13, 2022 | Deep LearningVariational Inference | —Unverified | 0 |
| IMG-NILM: A Deep learning NILM approach using energy heatmaps | Jul 12, 2022 | Deep LearningNon-Intrusive Load Monitoring | —Unverified | 0 |
| GANzzle: Reframing jigsaw puzzle solving as a retrieval task using a generative mental image | Jul 12, 2022 | Deep LearningRetrieval | CodeCode Available | 0 |
| Face editing with GAN -- A Review | Jul 12, 2022 | Deep LearningImage Generation | —Unverified | 0 |
| Horizontal Federated Learning and Secure Distributed Training for Recommendation System with Intel SGX | Jul 11, 2022 | Deep LearningFederated Learning | —Unverified | 0 |
| DeepSNR: A deep learning foundation for offline gravitational wave detection | Jul 11, 2022 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Image Segmentation for Radar Signal Deinterleaving Using Deep Learning | Jul 11, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| Boosting Heterogeneous Catalyst Discovery by Structurally Constrained Deep Learning Models | Jul 11, 2022 | Computational chemistryDeep Learning | —Unverified | 0 |
| Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning | Jul 10, 2022 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Explainable AI (XAI) in Biomedical Signal and Image Processing: Promises and Challenges | Jul 9, 2022 | Deep LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Adaptive sequencing using nanopores and deep learning of mitochondrial DNA | Jul 9, 2022 | Deep Learning | CodeCode Available | 0 |
| Open World Learning Graph Convolution for Latency Estimation in Routing Networks | Jul 8, 2022 | Deep Learning | CodeCode Available | 0 |
| Combining Deep Learning with Good Old-Fashioned Machine Learning | Jul 8, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| RF-Photonic Deep Learning Processor with Shannon-Limited Data Movement | Jul 8, 2022 | Deep Learning | —Unverified | 0 |
| Learning Apparent Diffusion Coefficient Maps from Accelerated Radial k-Space Diffusion-Weighted MRI in Mice using a Deep CNN-Transformer Model | Jul 6, 2022 | Deep Learning | CodeCode Available | 0 |
| On Non-Linear operators for Geometric Deep Learning | Jul 6, 2022 | Deep Learning | —Unverified | 0 |
| Scaling Private Deep Learning with Low-Rank and Sparse Gradients | Jul 6, 2022 | Deep Learning | —Unverified | 0 |
| A Survey on Hyperlink Prediction | Jul 6, 2022 | Deep LearningLink Prediction | —Unverified | 0 |
| Deep Learning approach for Classifying Trusses and Runners of Strawberries | Jul 6, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| Adaptive deep learning for nonlinear time series models | Jul 6, 2022 | Deep Learningregression | —Unverified | 0 |
| Disentangling private classes through regularization | Jul 5, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| Deriving Surface Resistivity from Polarimetric SAR Data Using Dual-Input UNet | Jul 5, 2022 | Deep LearningSurvey | —Unverified | 0 |
| A Densely Interconnected Network for Deep Learning Accelerated MRI | Jul 5, 2022 | Deep LearningMRI Reconstruction | —Unverified | 0 |
| Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets | Jul 5, 2022 | Conformal PredictionDeep Learning | CodeCode Available | 0 |
| Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery | Jul 5, 2022 | Deep Learning | —Unverified | 0 |
| Rank-Based Filter Pruning for Real-Time UAV Tracking | Jul 5, 2022 | Deep LearningModel Compression | —Unverified | 0 |
| Interpretable Fusion Analytics Framework for fMRI Connectivity: Self-Attention Mechanism and Latent Space Item-Response Model | Jul 4, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| Attention mechanisms for physiological signal deep learning: which attention should we take? | Jul 4, 2022 | Deep Learningregression | —Unverified | 0 |
| Understanding Tieq Viet with Deep Learning Models | Jul 3, 2022 | Deep LearningSentence | —Unverified | 0 |
| Deep Learning for Systemic Risk Measures | Jul 2, 2022 | Deep LearningManagement | —Unverified | 0 |