| Deep Learning-based Analysis of Basins of Attraction | Sep 27, 2023 | Deep Learning | CodeCode Available | 0 |
| MaskIt: Masking for efficient utilization of incomplete public datasets for training deep learning models | Jun 22, 2020 | Deep Learning | CodeCode Available | 0 |
| 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 |
| The role of data partitioning on the performance of EEG-based deep learning models in supervised cross-subject analysis: a preliminary study | May 19, 2025 | Alzheimer's Disease DetectionDeep Learning | CodeCode Available | 0 |
| Robust Sampling in Deep Learning | Jun 4, 2020 | Deep Learning | CodeCode Available | 0 |
| Feature Selection for Survival Analysis with Competing Risks using Deep Learning | Nov 22, 2018 | Deep Learningfeature selection | CodeCode Available | 0 |
| Cell abundance aware deep learning for cell detection on highly imbalanced pathological data | Feb 23, 2021 | Cell DetectionDeep Learning | CodeCode Available | 0 |
| Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning | Jun 21, 2022 | Deep Learning | CodeCode Available | 0 |
| Mastering Percolation-like Games with Deep Learning | May 12, 2023 | Deep LearningQ-Learning | CodeCode Available | 0 |
| Master's Thesis : Deep Learning for Visual Recognition | Oct 18, 2016 | Deep LearningWeakly-supervised Learning | CodeCode Available | 0 |
| PI-Net: A Deep Learning Approach to Extract Topological Persistence Images | Jun 5, 2019 | Activity RecognitionDeep Learning | CodeCode Available | 0 |
| Deep learning with differential Gaussian process flows | Oct 9, 2018 | Deep LearningGaussian Processes | CodeCode Available | 0 |
| Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition | Jun 21, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Robust single-shot 3D fluorescence imaging in scattering media with a simulator-trained neural network | Mar 22, 2023 | 3D ReconstructionDeep Learning | CodeCode Available | 0 |
| Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks | Jun 14, 2016 | Deep Learning | CodeCode Available | 0 |
| CDO calibration via Magnus Expansion and Deep Learning | Dec 23, 2022 | Deep LearningGPU | CodeCode Available | 0 |
| CBIR using features derived by Deep Learning | Feb 13, 2020 | ClusteringContent-Based Image Retrieval | CodeCode Available | 0 |
| A Coefficient Makes SVRG Effective | Nov 9, 2023 | Deep Learningimage-classification | CodeCode Available | 0 |
| Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics | Aug 23, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| FEDZIP: A Compression Framework for Communication-Efficient Federated Learning | Feb 2, 2021 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet | Nov 27, 2018 | Deep LearningDiagnostic | CodeCode Available | 0 |
| SSDNet: State Space Decomposition Neural Network for Time Series Forecasting | Dec 19, 2021 | Deep LearningState Space Models | CodeCode Available | 0 |
| Deep-learning Assisted Detection and Quantification of (oo)cysts of Giardia and Cryptosporidium on Smartphone Microscopy Images | Apr 11, 2023 | Deep Learningobject-detection | CodeCode Available | 0 |
| FerNeXt: Facial Expression Recognition Using ConvNeXt with Channel Attention | Oct 20, 2023 | Deep LearningEmotion Classification | CodeCode Available | 0 |
| AUEB at BioASQ 6: Document and Snippet Retrieval | Sep 15, 2018 | Deep LearningRetrieval | CodeCode Available | 0 |
| FetDTIAlign: A Deep Learning Framework for Affine and Deformable Registration of Fetal Brain dMRI | Feb 3, 2025 | Deep LearningDiffusion MRI | CodeCode Available | 0 |
| Accurate Uncertainties for Deep Learning Using Calibrated Regression | Jul 1, 2018 | Deep LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare | Feb 20, 2023 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| The Role of Interpretable Patterns in Deep Learning for Morphology | Dec 8, 2020 | DecoderDeep Learning | CodeCode Available | 0 |
| Few-shot point cloud reconstruction and denoising via learned Guassian splats renderings and fine-tuned diffusion features | Apr 1, 2024 | 3D ReconstructionDeep Learning | CodeCode Available | 0 |
| maxDNN: An Efficient Convolution Kernel for Deep Learning with Maxwell GPUs | Jan 27, 2015 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| Maximum Principle Based Algorithms for Deep Learning | Oct 26, 2017 | Deep Learning | CodeCode Available | 0 |
| Auditing and Debugging Deep Learning Models via Decision Boundaries: Individual-level and Group-level Analysis | Jan 3, 2020 | Deep Learning | CodeCode Available | 0 |
| Rotation Invariant Convolutions for 3D Point Clouds Deep Learning | Aug 17, 2019 | Deep LearningScene Understanding | CodeCode Available | 0 |
| McTorch, a manifold optimization library for deep learning | Oct 3, 2018 | Deep Learning | CodeCode Available | 0 |
| FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation | Feb 20, 2024 | Deep LearningManagement | CodeCode Available | 0 |
| Deep Learning as a Mixed Convex-Combinatorial Optimization Problem | Oct 31, 2017 | Combinatorial OptimizationDeep Learning | CodeCode Available | 0 |
| Deep Learning with CNNs: A Compact Holistic Tutorial with Focus on Supervised Regression (Preprint) | Aug 22, 2024 | ArticlesDeep Learning | CodeCode Available | 0 |
| Deep learning with asymmetric connections and Hebbian updates | Nov 19, 2018 | Deep Learning | CodeCode Available | 0 |
| Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation | Jul 30, 2019 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| ssProp: Energy-Efficient Training for Convolutional Neural Networks with Scheduled Sparse Back Propagation | Aug 22, 2024 | Deep Learningimage-classification | CodeCode Available | 0 |
| MD-IQA: Learning Multi-scale Distributed Image Quality Assessment with Semi Supervised Learning for Low Dose CT | Nov 14, 2023 | Computed Tomography (CT)Deep Learning | CodeCode Available | 0 |
| The Safety Challenges of Deep Learning in Real-World Type 1 Diabetes Management | Oct 23, 2023 | Deep LearningManagement | CodeCode Available | 0 |
| Appearance of Random Matrix Theory in Deep Learning | Feb 12, 2021 | Deep Learning | CodeCode Available | 0 |
| Plug-and-Play Methods Provably Converge with Properly Trained Denoisers | May 14, 2019 | Deep LearningDenoising | CodeCode Available | 0 |
| Deep Learning with a Rethinking Structure for Multi-label Classification | Feb 5, 2018 | ClassificationDeep Learning | CodeCode Available | 0 |
| Deep Learning using Rectified Linear Units (ReLU) | Mar 22, 2018 | ClassificationDeep Learning | CodeCode Available | 0 |
| A Tutorial on Deep Learning for Music Information Retrieval | Sep 13, 2017 | Deep LearningInformation Retrieval | CodeCode Available | 0 |
| CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters | May 22, 2017 | Community DetectionDeep Learning | CodeCode Available | 0 |
| Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks | Mar 13, 2021 | compressed sensingDeep Learning | CodeCode Available | 0 |